Delivered a Guest talk (09-08-2025) on Gen AI in research at Manipal University, Manipal. 

Delivered a half-day session (26-07-2025) on Structural Equation Modeling at MMTTC, Central University of Kerala, Kerala. 

Conducted a session (25-07-2025) on Publishing in Academic Journals as part of a workshop organised by Bahona College, Assam.

Delivered a half-day session (24-07-2025) on The art of creating effective research articles at MMTTC, Bharathidasan University, Trichy. 

Delivered a day-long session (12-07-2025) on Data analysis using Jamovi and Article Writing at MMTC, University of Madras, Chennai. 

Delivered a half-day session (10-07-2025) on Research gap and Model development process at MMTTC, Central University of Karnataka, Gulbarga. 

Delivered a half-day session (05-07-2025) on Mediation and Moderation Analysis at MMTTC, Central University of Kerala, Kerala. 

Delivered a day-long session (03-07-2025) on Introduction to research, gap, and contributions at Anurag University, Hyderabad. 

Delivered a half-day session (23-06-2025) on Gen AI in Education and Research at Osmania University, Hyderabad.  

Conducted a two-day workshop (30 & 31-05-2025) on Exploring Advanced Research Designs and Gen AI in Academic Research at Yenepoya University, Mangaluru.

Delivered a half-day session (24-05-2025) on Article Publication at MMTTC, Bharathidasan University, Trichy.  

Delivered a workshop (09-05-2025) on Mediation, Moderation, and Conditional Process Analysis using R as part of the two International Conferences organized by the Indian Institute of Management, Visakhapatnam. 

Delivered a day-long FDP (03-05-2025) on Research methodology for the faculty members of Vishwa Vishwani Institute of Systems & Management, Hyderabad. 

Delivered a day-long session (25-04-2025) on AI in Education as part of the Five-day FDP organised by PSG Arts and Science College, Coimbatore. 

Delivered a keynote session (15-04-2025) on Model Development Process as part of the two-day International Conference organised by BITS Pilani Hyderabad, Hyderabad. 

Delivered two sessions (07-04-2025) on Mediation and Moderation analysis as part of the five-day FDP on Research methodology organized by ICFAI Business School, Bangalore. 

Delivered a Two-Day Workshop (14,15-03-2025) on Bridging Research Gaps – Theory & Model Development at the School of Management Studies, CUSAT, Cochin. 

 Delivered a half-day workshop session (13-03-2025) on Data analysis using R at MMTTC, Central University of Kerala, Kerala. 

Delivered a session (12-03-2025) on crafting the Methods and Estimation section in an Economics paper at the School of Economics, University of Hyderabad, Hyderabad. 

Delivered a session (03-03-2025) on Google Classroom as part of the three-day training program organized by Dr. MCR HRD Institute of Telangana, Hyderabad. 

Delivered a day-long session (01-03-2025) on Mediation and Moderation Analysis using SPSS PROCESS Macro as part of the Five-day National Faculty Development Programme on Mastering Research Methodology, organised by GRG School of Management Studies, PSGR Krishnammal College for Women, Coimbatore.  

Delivered a workshop session (28-02-2025) on Publishing in High-Quality Journals: Strategies and Best Practices as part of the International Conference organized by ICFAI Business School, Hyderabad. 

Invited as a panel member to discuss Digital entrepreneurship as part of the International Conference Organized by SRM University, Chennai (13-02-2025). 

Delivered a session (11-02-2025) on Gap identification as part of the international conference organized by Siva Sivani Institute of Management, Hyderabad. 

Delivered a three-hour session (10-02-2025) on Structural Equation Modeling using AMOS at IIT Guwahati. 

Delivered three half-day sessions (29 Jan to 01 Feb 2025) on Structural Equation Modeling, Mediation, Moderation, and Conditional process analysis at Sir Padampat Singhania University, Udaipur. 

Delivered two sessions (23-01-2025) conference workshop on Mediation and Moderation Analysis at SIBM, Pune. 

Delivered a half-day (21-01-25) pre-conference workshop on Mediation and Moderation analysis using R at IIM Shillong. 

Delivered a half-day (08-01-24) pre-conference workshop on Mediation and Moderation analysis at K J Somaiya Institute of Management, Mumbai. 

Delivered a half-day session (21-12-24) on Open Educational Resources at MMTTC, JNTU, Hyderabad. 

Delivered a day-long session (18-12-24) on Structural Equation Modeling,  Mediation, and Moderation Analysis at VIT Business School, AP. 

Delivered a half-day session (17-12-2024) on Gap Identification in Management Research at Pondicherry University, Puducherry. 

Delivered a day-long session  (09-12-2024) on Mediation and Moderation Analysis at MICA, Ahmedabad. 

Delivered a day-long session (30-11-24) on Model development and Structural Equation Modeling at Loyola Institute of Business Administration, Chennai. 

Delivered a session (27-11-24) on Open Educational Resources and Gen AI in Education at MMTTC, University of Hyderabad, Hyderabad.

Delivered a half-day session (25-11-2024) on Open Science Framework and Open Access Publishing at the Central University of Kerala, Kerala. 

Conducted a day-long (23-11-24) workshop on Gap Identification in Management Research at TAPMI, Manipal. 

Delivered a session (19-11-24) on Identifying the Predatory Journals at the Central University of Kashmir, Kashmir. 

Delivered a session (19-11-24) on Gen AI in Education as part of the Research Methodology workshop at the University of Jammu, Jammu. 

Delivered a session (11-11-24) on Mediation and Moderation Analysis as part of the Research Methodology workshop at GITAM University, Visakhapatnam. 

Delivered a session (2-11-24) on Open Educational Resources and AI in Education at MMTTC, University of Hyderabad, Hyderabad. 

Delivered a session (25-10-2024) on Mediation and Moderation Analysis as part of the ICSSR-sponsored FDP organized by SR University, Warangal.  

Delivered a session (24-10-2024) on AI in Education as part of the ATAL FDP organized by Gandhi Institute of Excellent Technocrats, Ghangapatna, Bhubaneswar. 

Delivered a session (21-10-2024) on Introduction to HR Analytics at Vardhaman College of Engineering, Hyderabad. 

Delivered a half-day session (19-10-2024) on Data analysis using JAMOVI as part of the ICSSR-sponsored workshop organized by the University of Madras, Chennai. 

Delivered a half-day session (18-10-2024) on Gap identification and the Role of Theory in Research as part of the one-day workshop at Loyola Institute of Business Administration, Chennai. 

Delivered a session (26-09-2024) on Maximizing the Research Impact Strategies in the FDP on Maximizing Research Impacts: Publication and Beyond at PSGR Krishnammal College for Women, Coimbatore. 

Delivered a session (24-09-2024) on Theory Building as part of the Refresher course on Research Methodology at MMTTC, Maulana Azad National Urdu University, Hyderabad. 

Delivered a session (29-08-2024) on Generative AI in Teaching at MMTTC, University of Hyderabad, Hyderabad. 

Delivered a session (29-08-2024) on Developing MOOC courses for the faculty members of Mother Teresa Women's University, Kodaikanal, Tamilnadu. 

Delivered a half-day guest session (23-08-2024) on Gap Identification in Management Research at the Department of Entrepreneurship and Management, IIT Hyderabad. 

Delivered a session (26-07-2024) on Open Educational Resources at Malaviya Mission Teacher Training Centre (MMTTC), Indira Gandhi National Tribal University (IGNTU), Amarkantak. 

Delivered two guest sessions (24-07-2024)  on Open Science Framework and Open Access Publishing at IIM Visakhapatnam. 

Conducted a day-long (9-07-2024) workshop on Enhancing teaching through Open Educational Resources at Manipal University, Manipal. 

Conducted a two-day (5th and 6th July 2024) workshop on Advanced Multivariate Data Analysis Techniques using SPSS and AMOS at The Yenepoya Institute of Arts and Science, Commerce and Management, Mangalore. 

Conducted a session (29-04-2024) on Open Educational Resources at St. Ann's College For Women Mehdipatnam College in Hyderabad, Telangana. 

Conducted a two-day (16-17 April 2024) workshop on Multivariate data analysis at the Central University of Tamilnadu, Thiruvarur. 

Delivered a session (19-03-2024) on HR analytics using R as part of the FDP on Business Analytics organised by Madanapalle Institute of Technology and Science, Madanapalle, AP.  

Delivered a Half-day session (14-03-2024) on Structural Equation modeling as part of the Micro Econometrics for Survey data Workshop organised by Madras Institute of Development Studies, Chennai. 

Delivered a session (12-3-2024) on Data analysis using JAMOVI/JASP and BlueSkyStatistics as part of the Refresher Course in Computational Social Sciences organised by MMTC, University of Hyderabad, Hyderabad.

Delivered a session (6-3-2024) on Artificial Intelligence and generative AI in Education as part of the Refresher Course in ICT organised by MMTC, University of Hyderabad, Hyderabad.

Delivered a plenary talk on Gap and contribution as part of the International Conference on Responsible Production and Consumption: Agricultural Sustainability and Food Security (ICRPC) between 5-7 March 2024, organised by School of Management Studies, University of Hyderabad. 

Conducted a day-long (24-02-2024) FDP on Research Problem: Identification and Formulation, which was organised by Jansons School of Business, Coimbatore. 

Conducted two sessions (14, 15-02-2024) on Theory building, Mediation and Moderation analysis as part of the Online FDP organised by Vignan University, Guntur. 

On 11th Feb 2024, conducted a day-long pre-conference workshop session on Introduction to R and basic data analysis using R as part of the 33rd Annual Convention of the National Academy of Psychology held at GITAM Deemed University, Visakhapatnam. 

Delivered a Special talk on AI in Education as part of the International Conference on Educational Professionalism on February 9th and 10th, 2024, organised by Amrita University, Coimbatore. 

Conducted a half-day session (09-02-2024) on Structural equation modeling using AMOS as part of the ICSSR-sponsored training program organized by Bharathiyar University, Coimbatore. 

Conducted a session (17-01-2024) on Research gap and Contribution as part of the Refresher course in Management and Commerce organised by MMTC, Kannur University, Thavakkara, Kannur, Kerala. 

Conducted a session (1-01-2024) on Open Educational Resources as part of an Induction program organised by MMTC, University of Hyderabad, Hyderabad. 

Conducted a Three-day (26 to 28, Oct 2023) workshop on Theory Building, Scale Development and Validation Process at Marian College, Kuttikanam, Kerala. 

Conducted a half-day session (20-10-2024) on Open educational resources organized by UGC-HRDC, JNTU, Hyderabad.  

Conducted a day-long session (7-10-2023) on Structural Equation Modeling, Mediation and Moderation analysis as part of the 10-day ICSSR Sponsored Research Methodology Workshop organised by IIM Raipur. 

Conducted a session (2-10-2023) on Data Analysis using JAMOVI as part of an online FDP organised by Dr. MGR University, Chennai. 

Conducted a two-day session (9,10-09-2023) on Structural Equation Modeling, Mediation and Moderation Analysis as part of the 5-day Workshop on Theory Building and Testing using Structural Equation Modeling [TBTSEM] organised by GITAM University, Visakhapatnam. 

Conducted a session on (16-08-2023) Open Educational Resources as part of a training program organized at the Institute of Aeronautical Engineering College, Hyderabad (30 participants). 

Conducted a session on (21-07-2023) Publishing in top-tier journals and ethics as part of an FDP program organized by Manipal University, Jaipur (60 participants). 

Conducted one and half-day session on (05,06-07-2023) Scale development process as part of a five-day workshop organized by VIT, AP. 

Conducted a day-long session on Systematic literature review and bibliometric analysis as part of the Research methodology workshop organized by Sagar Group of Institutions, Hyderabad (30 participants). 

Conducted a pre-conference workshop on (11-06-2023) Mediation and Moderation Analysis as part of the CERE conference organized by IIM-Indore (80 participants). 

Conducted two sessions (07,08-06-2023) on Research Methodology-NET paper 1 training program organized by UGC-HRDC, University of Hyderabad, Hyderabad.  

Conducted a half-day session on (23-05-2023) Data analysis using JAMOVI (open source software) to the faculty members of SVKM's NMIMS Deemed-to-be-University, Mumbai (50 participants). 

Conducted a session on (16-05-2023) Literature review as part of a Research Methodology Workshop organized by Dr.B.R. Ambedkar Open University, Hyderabad (40 participants). 

Conducted a day-long workshop on (15-05-2023) on Publishing in top-tier journals at Viswa Vishwani Business School, Hyderabad (30 participants). 

Conducted a half-day (01-04-2023) Pre-Conference Workshop as part of an International Conference on Entrepreneurship, and Management for a Sustainable Business Growth in the Age of Web 4.0 and Beyond organised by Rajagiri Business School, Cochin. 

Conducted two sessions (14-03-2023) on OER and Open Source Data Analysis Tools as part of a Refresher Course on Information and Communication Technology, organized by UGC-HRDC, University of Hyderabad, Hyderabad.  (50 participants). 

Conducted a session (06-03-2023) on Google Tools for Education as part of an Induction program organised by HRDC, Jamia Millia Islamia University, New Delhi (35 participants). 

Conducted a session (21-02-2023) on Google Tools for Education as part of an Induction program organised by HRDC, University of Hyderabad, Hyderabad (50 participants). 

Conducted a session (30-01-2023) on Open Source Data Analysis Softwares as part of a Refresher Course organised by HRDC, University of Hyderabad, Hyderabad (50 participants). 

Conducted a day-long  (30-12-2022) workshop on Introduction to R programming for the Masters students at TISS, Hyderabad. 

Conducted an online session on (14-12-2022) Mediation and Moderation Analysis as part of an FDP program organised by SRM University, AP. 

Conducted a half-day session on Structural Equation Modeling as part of a 5- (07-12-2022) day workshop organised by Thiyagarajar School of Management, Madurai (30 participants). 

Conducted a session (22-11-2022) on Google Tools for Education as part of an Induction program organised by HRDC, University of Hyderabad, Hyderabad (50 participants). 

Conducted a three-day workshop (12 to 14, 10-2022) on Mediation, moderation and moderated mediation analysis at KJ Somaiya Institute of Management, Mumbai (30 participants). 

Conducted a two-day workshop (22, 23-09-2022) on Structural Equation modelling, mediation and moderation analysis at Periyar University, Salem (50 participants). 

Conducted a session (19-09-2022) on Open Educational Resources part of an Induction program organised by HRDC, University of Hyderabad, Hyderabad (40 participants). 

Conducted a half-day online session (08-09-22) on Open Educational Resources and Google tools for Education as part of a training program organized by the Centre for Professional Development in Higher Education (CPDHE), UGC-HRDC, University of Delhi, Delhi (50 participants).

Conducted three-day workshop sessions (29 to 31-08-22) on Theory development and testing using SEM, Mediation and Moderation analysis organised by DDU Kaushal Kendra, Cochin University of Science and Technology, Cochin, Kerala (60 participants). 

Conducted a session (27-08-22) on Article writing in Social Sciences as part of an FDP organised by the Lead institute of Management, Palakkad, Kerala (50 participants). 

Conducted two sessions (24, 25-08-22) on Open Educational Resources, Teacher centric vs Learner Centric teaching approach as part of an FDP organised by G. Narayanamma Institute of Technology and Science for Women, Hyderabad (50 participants).

Conducted a five hours session on (23-08-22) Structural Equation Modeling using Lavaan R package as part of a pre-conference workshop (iMarC) organised by IIM Shillong, Shillong (50 participants). 

Conducted a four hours session (20-08-22) on Mediation and Moderation analysis using PROCESS Macro as part of a Certificate training program organized by ASBM University, Bhubaneswar. 

Conducted a session (13-08-2022) on Open Access Publication as part of a workshop organised by Bahona College, Assam (70 participants).  

Conducted a session (02-08-2022) on Role of Analytics in HRM as part of a Refresher course on Commerce and Management, organized by UGC-HRDC, University of Hyderabad, Hyderabad.  (80 participants). 

Conducted a four hours session (31-07-22) on Mediation and Moderation analysis using PROCESS Macro as part of a Certificate training program organized by ASBM University, Bhubaneswar. 

Conducted a day-long session (30-07-22) on Structural Equation Modeling using AMOS as part of an FDP program organized by Marwadi University, Rajkot. 

Conducted a session (28-07-22) on Why do papers get rejected? An emphasis on understanding theoretical contribution in research organized by Nalanda E-Consortium and Emerald Publishing. 

Conducted a day-long session (22-07-2022) on Structural Equation Modeling using AMOS as part of the eight days Faculty Development Programme organized by ICT academy & NIT Warangal, Warangal. 

Conducted a session (16-07-2022) on Open access publication, online resources, software tools, and Journal finder as part of a Faculty Development Program on Ethics in Research and Scientific Writing, organized by Jai Hind College, Hyderabad. 

Conducted a session (08-07-2022) on the Application of Principal Component Analysis as part of a Data Analytics using SPSS: From Basic to Advance workshop organized by Manav Rachna International Institute of Research and Studies, Faridabad. 

Conducted a session (03-06-2022) on Structural Equation Modeling as part of a Ten Day Faculty Development Program on Advanced Research Methodology, organized by RBVRR Women's College, Hyderabad. 

Conducted a session (11-05-2022) on Sampling methods as part of a Refresher course on Research Methodology, organized by UGC-HRDC, University of Hyderabad, Hyderabad.  (40 participants). 

Conducted two sessions (22-03-2022) on OER and Open Source Data Analysis Tools as part of a Refresher Course on Information and Communication Technology, organized by UGC-HRDC, University of Hyderabad, Hyderabad.  (40 participants). 

Conducted four sessions (22, 28-01-2022) on R Programming, Experiments in Computational Social Science part of a Refresher course on Computational Social Science, organized by UGC-HRDC, University of Hyderabad, Hyderabad.  (40 participants). 

Conducted a session (25-11-2021) on Factor Analysis using Python as part of an ATAL FDP on Data Analytics: Advanced Tools and Techniques organized by the School of Management Studies, University of Hyderabad, Hyderabad. 

Conducted two sessions (20, 25-07-2021) on Conducting Literature Review, Open source software for research and data analysis part of a Refresher course on Research Methodology, organized by UGC-HRDC, University of Hyderabad, Hyderabad.  (40 participants). 

Conducted a 10 hours (06 to 10-07-2021) in-house faculty training program on Understanding Contribution, Literature Review, Gap Identification, and Article Writing in Management Research for Sahrdaya Institute of Management Studies, Kodakara, Kerala. 

Conducted half a day session (07-07-2021) on Open educational resources organized by UGC-HRDC, JNTU, Hyderabad (36 participants).  

Conducted two sessions (06-07-2021) on Understanding Theoretical Contribution in Management Research as part of the AICTE-sponsored training program organised by the National Institute of Technology, Trichy (80 participants). 

Conducted a session (25-06-2021) on Factor Analysis using SPSS organised by Patrician College of Arts and Science, Chennai (505 participants). 

Conducted 8 sessions (23 to 25-06-2021) on Open Educational Resources, Video Recording Tools, Setting Open Book Exam Question Paper, and Online tools for Teaching organised by UGC-HRDC, University of Hyderabad, Hyderabad (80 participants). 

Conducted a session (14, 15-06-2021) on Sampling Methods and Descriptive Statistics organised by UGC-HRDC, University of Hyderabad, Hyderabad (110 participants). 

Conducted a day-long session (10-06-2021) on Advanced Structural equation Modeling, Mediation and Moderation analysis as part of the AICTE sponsored 2-week-long FDP program on Multivariate Statistics organized by Fortune Institute of International Business, New Delhi (30 Participants). 

Conducted a session (09-06-2021) on Targeting Top Tier Journals, organized by Cauvery college for women at Trichy (60 participants). 

Conducted a session (22-05-2021) on Open Source Tools for the Research part of a webinar organized by MGR University, Chennai (80 participants)

Conducted a session (21-05-2021) on Conducting literature review part of the 10 days workshop organized by PRIMAX Foundation, Bangalore (60 participants). 

Conducted half-day session (20-05-2021) on Open educational resources, Data analysis using BlueSky Statistics, JAMOVI and JASP organized by UGC-HRDC, University of Hyderabad, Hyderabad (60 participants). 

Conducted a half-day session (18-05-2021) on Factor analysis, Structural Equation Modeling using R as part of the IOE Project Capacity Building Workshop organized by the University of Hyderabad, Hyderabad (80 participants).

Conducted a session (06, 07-05-2021) on Open Educational Resources, Flipped Classroom, and Technology in the Education part of the FDP on Embarrassing Online Teaching and Learning organized by National Institute of Technology, Trichy (55 participants).

Conducted a session (30-04-2021) on Open Educational Resources part of the ICSSR-SRC Sponsored one-week FDP on ICT Tools for Effective Teaching-Learning organized by Telangana University, Nizamabad (125 participants). 

Conducted a day-long session 23-04-2021) on Advanced Structural equation Modeling, Mediation and Moderation analysis as part of the AICTE sponsored 2 week-long FDP program on Multivariate Statistics organized by Fortune Institute of International Business, New Delhi (30 Participants). 

Conducted a day-long pre-conference (22-04-2021) workshop on Structural Equation Modeling using R organized by Vignana Jyothi Institute of Management, Hyderabad (30 participants). 

Conducted a day-long session (17-04-2021) on Mediation and Moderation Analysis as part of the FDP program organized by Saveetha University, Chennai (30 Participants).

Conducted a half-day session (26-03-2021) on Open source softwares for Data analysis as part of the Faculty Development Programme on  “Creating Online Learning Platform” under PMMMNMTT Scheme of MHRD, New Delhi in collaboration with HRDC, GGV BILASPUR  (50 participants).

Conducted a four-hour session (20-03-2021) on Structural Equation Modelling using AMOS for the faculty members of Christ University, Pune (23 participants).

Conducted a half-day session (19-03-2021) on Article Writing using Secondary Data organized by UGC-HRDC, Guru Ghasidas University, Bilaspur, Chhattisgarh (40 participants). 

Conducted a session (17-03-2021) on HR Case Discussion as part of an ICCSSR sponsored FDP program organised by JNTU Anantapur, Anantapur (55 participants). 

Conducted a session (16-03-2021) on Article Writing part of a refresher course organized by HRDC, University of Mumbai, Mumbai (40 participants). 

Conducted a half-day session (12-03-2021) on Learning Analytics and Assessment using Item Response Theory Analysis organized by UGC-HRDC, Guru Ghasidas University, Bilaspur, Chhattisgarh (40 participants). 

Offered a three-day workshop (03, 06 and 11-03-2021) on Mediation, moderation analysis and Conditional Process Analysis using R organized by S. P. Jain Institute of Management and Research, Mumbai. 

Conducted half-day session (08-03-2021) on Open educational resources, Data analysis using BlueSky Statistics, JAMOVI and JASP organized by UGC-HRDC, University of Hyderabad, Hyderabad (40 participants). 

Conducted a session (04-03-2021) on Article Writing: Targeting top tier journals as part of the five-day FDP organized by Maulana Azad National Urdu University, Hyderabad. 

Given a keynote session (02-03-2021) on Learning analytics as part of the national level seminar organized by Mar Dionysius College, Pazhanji, Kerala (70 participants). 

Conducted a daylong session (01-03-2021) on Data analysis using BlueSky Statistics, JAMOVI and JASP organized by Somaiya Vidyavihar University, Mumbai (40 participants). 

Conducted a day-long session (26-02-2021) on MOOC Course Design, Development and Delivery process for the faculty members of Sarojini Naidu Vanita Maha Vidyalaya, Hyderabad (195 participants). 

Conducted half a day session (25-12-2020) on Open educational resources organized by UGC-HRDC, JNTU, Hyderabad (36 participants).  

Conducted half a day session (25-12-2020) on Open educational resources organized by UGC-HRDC, Punjab University, Punjab (40 participants). 

Conducted a half-day session (22-02-2021) on Structural equation modeling using AMOS as part of the ICSSR-sponsored training program organized by Bharathiyar University, Coimbatore (55 participants). 

Conducted a two-session (20, 21-02-2021) on Conducting literature review, Research gap identification, Role of theory in management research organized by Koach Scholar organization (175 participants). 

Offered a course on Structural Equation Modelling to the FPM scholars of S. P. Jain Institute of Management & Research (SPJIMR), Mumbai (09, 11-02-2021).  

Conducted a half-day (04-02-2021) FDP session on Understanding Contribution & Research Gap Identification in Management Research organized by Patel Institute of Science and Management, Bangalore. 

Conducted a session (03-02-2021) on Multivariate Data Analysis webinar organized by Government College of Arts, Science and Commerce, Marcela, Goa (60 participants). 

Conducted three sessions (20, 23-01-2021) on Open educational resources, Data analysis using BlueSky Statistics, JAMOVI and JASP and Learning Analytics organized by UGC-HRDC, University of Hyderabad, Hyderabad (56 participants). 

Conducted a session on (20-01-2021) Conducting literature review and research gap identification organized by Nirmala Memorial Foundation College of Commerce and Science, Mumbai (65 participants). 

Conducted half a day session (23-12-2020) on Machine Learning Applications in Social Sciences and Attrition Modeling using Logistic Regression organized by UGC-HRDC, Osmania University, Hyderabad (42 participants). 

Conducted a session (23-12-2020) on Data analysis using Bluesky Statistics, JAMOVI and JASP organized by St. Martin's Engineering College, Secunderabad, Telangana (60 participants). 

Conducted three sessions (21, 22-12-2020) on Crafting the Data analysis, Results and Discussion Section, Why papers get rejected from top tier journals and Journal Selection Process part of a two-day workshop on Excel in Publishing organized by XIME- Bangalore (47 participants). 

Conducted a session (19-12-2020) on Instructional design strategies, MOOC Course development process and online assessment strategies organized by St. Francis College for Women, Hyderabad (113 participants). 

Conducted half a day session (17-12-2020) on Open educational resources and flipped classrooms organized by UGC-HRDC, Osmania University, Hyderabad (40 participants). 

Conducted two sessions (14-12-2020) on Open educational resources and flipped classrooms organized by UGC-HRDC, University of Hyderabad, Hyderabad (37 participants). 

Conducted two sessions (09-12-2020) on Open educational resources and flipped classrooms organized by UGC-HRDC, Himachal Pradesh University, Shimla (30 participants). 

Conducted a session (08-12-2020) on Introduction to HR analytics and Employee profiling using Latent profile analysis as part of an AICTE-sponsored STTP organized by JNTU, Anantapur (55 participants). 

Conducted a half-day session (05-12-2020) on Data analysis using BlueSky Statistics, JAMOVI and JASP organized by Vimala College for Women, Thrissur, Kerala (235 participants).

Conducted a daylong session (03-12-2020) on Factor Analysis, Confirmatory factor analysis, Path Analysis and Structural Equation Modeling using R Studio as part of an AICTE sponsored One-week Short Term Training Programme on “Application of R in Management Research” organized by GRG school of management studies, Coimbatore (35 participants).  

Conducted a webinar session (01-12-2020) on Open educational resources organized by St. Francis College for Women, Hyderabad (135 participants). 

Conducted two sessions (28 & 28-11-2020) on Open educational resources and flipped classroom part of the AICTE-sponsored STTP organized by Vaagdevi College of Engineering, Warangal (80 participants). 

Conducted a session (27-11-2020) on Technology for Education as part of an FDP on Academic Leadership and Team Building for Educational Excellence organized by NIT-Trichy (75 participants). 

Conducted two half-day sessions (26, 27-11-2020) on Factor Analysis, Confirmatory factor analysis, Path Analysis and Structural Equation Modeling using R Studio as part of a AICTE sponsored One-week Short Term Training Programme on “Application of R in Management Research” organized by GRG school of management studies, Coimbatore (35 participants).  

Conducted a one and half-day session (30, 31-10-2020) on Data analysis using BlueSky Statistics, JAMOVI, JASP and Structural equation modeling using AMOS Resources organised by the Central University of Kerala, Kerala (80 participants).

Conducted a half-day session (29-10-2020) on Data analysis using Bluesky Statistics, JAMOVI and JASP organized by the National Institute of Technology, Trichy (70 participants). 

Conducted a session (27-10-2020) on Conducting a literature review and research gap identification organized by ICSSR Regional centre, Mumbai (70 participants).

Conducted a half-day session (22-10-2020) on Data analysis using BlueSky Statistics, JAMOVI and JASP  Organized by Vimala College, Thrissur (70 participants).

Conducted a half-day session (18-10-2020) on Data analysis using BlueSky Statistics, JAMOVI and JASP  Organized by SuGyan Academy, Manipal (110 participants).

Conducted a (09-10-2020) session on Understanding theoretical contribution organized by International Theory Building Research Forum, Dubai (110 participants).

Conducted a half-day session (08-10-2020) on Open educational resources and MOODLE organized by HRDC, Jawaharlal Nehru University, New Delhi (60 participants). 

Conducted a half-day session (28-09-2020) on Open educational resources organized by HRDC, Jawaharlal Nehru Technological University, Hyderabad (60 participants). 

Given an invited talk on (23-09-2020) Conducting Multidisciplinary Management Research in the International Conference organized by Nizam College, Hyderabad  (120 participants).

Conducted a half-day session (16-09-2020) on Why papers get rejected from top journals? organized by HRDC, Gujarat University, Gujarat (60 participants).

Conducted a session (09-09-2020) on Factor analysis using Python organized by the School of Management Studies, University of Hyderabad, Hyderabad (85 participants).

Conducted a half-day session (04-09-2020) on Article writing organized by St. Claret College, Bangalore  (60 participants).

Conducted a half-day (28-08-2020) session on Open educational Resources and Google Classroom organized by HRDC, University of Hyderabad, Hyderabad (85 participants).

Conducted a session (21-08-2020) on Open educational resources organized by Dr. Ambedkar Law University, Chennai (75 participants).

Conducted a half-day session (20-08-2020) on Open Educational Resources organized by Annamalai University, Chidambaram (320 participants).

Conducted a half-day session (20-08-2020) on Understanding theoretical contribution organized by PSGR Krishnammal College for Women, Coimbatore (110 participants). 

Conducted a half-day (18-08-2020) session on Mediation and Moderation analysis organized by HRDC, University of Hyderabad, Hyderabad (185 participants).

Organized a daylong session (17-08-2020) on Mediation and Moderation analysis as part of the Pre-Conference workshop at Symbiosis Centre for Management & Human Resource Development, Pune (330 participants).

Conducted a half-day session (16-08-2020) on Generating Research Questions using the Problematization approach organized by DEED Foundation, Guntur (55 participants).

Conducted a day-long session (11-08-2020) on Open educational resources and Google classroom organized by Osmania University College, Hyderabad (180 participants).

Conducted a session (10-08-2020) on Online Educational Resources For Learning, Teaching and Research organized by Satavahana University, Karimnagar  (120 participants).

Conducted a half-day session (10-08-2020) on Google classroom organized by Nehru Memorial College, Tiruchirappalli (70 participants).

Conducted a half-day session (08-08-2020) on Exploratory Factor Analysis organized by Professor Jayashankar Telangana State Agricultural University, Rajendranagar, Hyderabad (40 participants). 

Conducted a half-day session (06-08-2020) on Google classroom organized by St. Joseph College, Hyderabad (50 participants).

Conducted a half-day session (02-08-2020) on Why papers get rejected from top-tier journals? Organized by SuGyan Academy, Manipal (110 participants).

Conducted a session (01-08-2020) on Exploratory Factor Analysis organized by Periyar University, Tamilnadu (70 participants).

Conducted a session (31-07-2020) on Understanding theoretical contribution organized by Manipal Academy of Higher Education, Manipal (750 participants). 

Conducted two sessions (27 & 28-07-2020) on Google site creation and Open Educational Resources organized by DMI - St. John the Baptist University, Malawi, Central Africa (750 participants).  

Conducted a half-day session (26-07-2020) on Google classroom organized by Venkateshwara college, New Delhi (70 participants).

Conducted a half-day session (19-07-2020) on Article Writing in Management Research organized by RMD Sinhgad School of Management Studies, Pune (75 participants). 

Conducted a session (19-07-2020) on Open Educational Resources organized by Quaide Milleth College for Men 19-07-2020, Chennai (80 participants). 

Conducted a session (18-07-2020) on Assessments using Google Classroom organized by Nizam College, Hyderabad (130 participants).

Conducted a daylong session (13-07-2020) on SWAYAM course development process organized by HRDC, Jawaharlal Nehru Technological University, Hyderabad (40 participants). 

Conducted a half-day session (09-07-2020) on Confirmatory factor analysis and Structural Equation Modeling  organised by ASBM University, Bhubaneswar, Odisha (120 participants). 

Conducted a half-day session (08-07-2020) on Open Educational Resources organized by Sourashtra College, Madurai, Tamil Nadu (60 participants).

Conducted a half-day session (06-07-2020) on Open Educational Resources organized by Presidency College, Chennai (80 participants). 

Conducted a half-day session (06-07-2020) on Open Educational Resources organized by Chandigarh College of Education, Punjab (70 participants). 

Conducted a session (04-07-2020) on Why academic Journal publication is important? organized by Government Arts and Science College, Tirupattur, Tamilnadu (221 participants).

Conducted a free webinar on Open educational resources on 31st May 2020 organized by St. Mary’s College (Autonomous) Thoothukudi (320 participants). 

Conducted a half-day online session on the Role of theory in Mediation models and mediational hypothesis specification on 31st May 2020 organized by IMT, Hyderabad (85 participants). 

Conducted a two-half-a-day online session on Google sites, Google classroom, Open Educational Resources and Video creation tools between 29 and 30th May 2020, HRDC, University of Hyderabad (280 participants). 

Conducted a Webinar on Open Educational Resources on 28th May 2019 organized by Acharya Prafulla Chandra College, Kolkata (85 participants). 

Conducted a two half a day of online session on Google sites, Google classroom, Open Educational Resources and Video creation tools between 26 and 27th May 2020, HRDC, University of Hyderabad (235 participants). 

Conducted a free webinar on Google sites and Open Educational Resources on 27th May 2020 organized by Presidency Group of Institutions, Hyderabad (300 participants). 

Conducted a half-day online session on Google sites and Open Educational Resources on 26th May 2020 organized by RBVRR Women’s College, Hyderabad (800 participants).  

Conducted a free webinar on Data analysis in Management research on 24th May 2020, organized by St Martins Engineering College, Hyderabad (277 participants). 

Conducted a free webinar on Open educational resources on 23rd May 2020 organized by Symbiosis University, Hyderabad (25 participants).  

Conducted a free webinar on Understanding theoretical contribution in Management research on 18th May 2020 organized by Navrachana University, Vadora (40 participants). 

Conducted a day-long online session on Google sites, open educational resources and video creation tools on 17th May 2020 organized by Department of education and education technology and School of Management, University of Hyderabad (194 participants). 

Conducted a half-day online session on Google sites and open educational resources on 16th May 2020 organized by Centre for Professional Development in Higher Education (CPDHE), UGC-HRDC, University of Delhi, Delhi (180 participants).

Conducted a one and half-day online session on Design, Develop and Deliver online courses through MOODLE platform between 15 & 16 May, 2020, CIT, Coimbatore (175 participants). 

Conducted a free webinar on Open educational resources on 14th May 2020, organized by Panimalar Institute of Technology, Chennai (200 participants). 

Conducted a one-day online session on Article writing in Management and Social Sciences on 10th May 2020 organized by SMS, University of Hyderabad, Hyderabad (270 participants). 

Conducted a two half a day online session on Google sites, Google classroom, Open Educational Resources and Video creation tools between 8 and 9th May 2020, HRDC, University of Hyderabad (175 participants). 

Conducted a two-half-a-day online session on Google sites, Google classroom, Open Educational Resources and Video creation tools between 7 and 8th May 2020, HRDC, University of Hyderabad (160 participants). 

Conducted a two half a day online session on Google sites, Google classroom, Open Educational Resources and Video creation tools between 6 and 7th May 2020, HRDC, University of Hyderabad (180 participants). 

Conducted a free webinar session on Reference Management using Endnote Software on 3rd May 2020, SMS, University of Hyderabad, Hyderabad (248 participants). 

Conducted a one-day online session on Understanding theoretical contribution in Management research on 29th April 2020, SMS, University of Hyderabad, Hyderabad (101 Participants). 

Conducted a free webinar on Why academic publication is important? on 24th April 2020, SRM University, Chennai (200 participants). 

Conducted a two-day faculty development program on virtual teaching-through online mode, 23 & 24 April 2020, CIT, Coimbatore (170 participants). 

Conducted a free webinar on Why academic publication is important? on 23rd April 2020, Dr. N. G. P. Arts and Science College, Coimbatore (150 participants). 

Conducted a two-day online Faculty Development Programme on Design, Develop and Deliver online courses through MOODLE platform, 20 & 21 April, 2020, CIT, Coimbatore (188 participants). 

Conducted two half-day sessions on (10th and 11th Feb 2020) MOOC development process and Flipped Classrooms at HRDC, Jawaharlal Nehru Technological University, Hyderabad. 

Conducted a one and half-day session on (8th and 9th Feb 2020) MOOC development process and Flipped Classrooms at Coimbatore Institute of Technology, Coimbatore. 

Conducted a one-day session on (4th Feb 2020) MOOC development process and Flipped Classroom at HRDC, University of Hyderabad, Hyderabad. 

Conducted a daylong session (24 Jan 2020) on Structural Equation Modeling at National Institute of Technology, Warangal. 

Conducted a half-day session on (18 Jan 2020) MOOC development process and Flipped Classroom at SIET College, Chennai. 

Conducted a daylong session (12 Jan 2020) on Structural Equation Modeling at Prasad V. Potluri Siddhartha Institute of Technology, Vijayawada, AP.

Conducted a three-day session (19-21, Dec 2019) on Theory building, Structural Equation Modeling, Mediation and Moderation Analysis part of the 3 day International workshop organized by Cochin University at Cochin. 

Conducted a half-day session on Introduction to Business analytics and Blockchain Technology at Sahrdaya Institute of Management Studies, Kodakara, Kerala. 

Conducted a two day session (16 and 17 December 2019) on Multiple Regression analysis, Factor analysis, Confirmatory Factor analysis and Structural Equation Modeling at Krishna College of Technology, Coimbatore. 

Conducted a daylong session (14th December 2019) on Theory building and article writing at Vignan University, Guntur, AP. 

Conducted a two day session (12 and 13 December 2019) on Theory building and article writing at VIT Business school, VIT Vellore. 

Conducted a three day session (4-6 December 2019) on Mediation, moderation analysis and moderated mediation analysis part of the five day FDP on SEM at National Institute of Technology, Trichy. 

Conducted a one day session (3rd December 2019) on softwares for research part of the five-day research colloquium at National Institute of Technology, Trichy. 

Conducted a half-day session on (04-11-2019) MOOC development and Flipped Classroom at School of Education, Osmania University, Hyderabad. 

Conducted a half-day session on (17-11-2019) MOOC development and Flipped Classroom at HRDC, University of Hyderabad, Hyderabad. 

Conducted a half-day session on (04-11-2019) E-Learning Course development at Department of Education, Osmania University, Hyderabad. 

Conducted a half-day session on (26-10-2019) MOOC development and Flipped Classroom at HRDC, University of Hyderabad, Hyderabad. 

Conducted a daylong session on (21-09-2019) Softwares for research at Viswa Viswani Business School, Hyderabad. 

Conducted a daylong session on (19-09-2019) MOOC development and Flipped Classroom at HRDC, University of Hyderabad, Hyderabad. 

Conducted a two-day session on (10-11 September 2019) Mediation analysis, Moderation analysis and Moderated Mediation Analysis at NIT, Tiruchirappalli. 

Conducted a daylong session (2nd August 2019) on mediation and moderation analysis at Motilal Nehru National Institute of Technology, Allahabad. 

Conducted a half-day session (22nd June 2019) on mediation and moderation analysis at HRDC, University of Hyderabad, Hyderabad. 

Conducted a daylong session (14th June 2019) on serial mediation, parallel mediation and moderated mediation analysis at Pondicherry Analysis, Puducherry. 

Conducted a two-day session (12-13 June 2019) on theoretical contribution, structural equation modeling and mediation and moderation analysis at Alagappa University, Karaikudi, TamilNadu. 

Conducted a two-day session (3-4 June 2019) on theoretical contribution, scale development and publishing at Cauvery college for women at Trichy, TamilNadu. 

Conducted a seven-day session (13-19 May 2019) on theory building, structural equation modeling, mediation, moderation analysis and moderated mediation analysis at Bharathiar University, Coimbatore, TamilNadu.

Conducted a session on HR case analysis (2nd May 2019) as part of a 2-day FDP on Case method of teaching held at GITAM University, Hyderabad. 

Conducted a four and half day session on (17-21 April 2019) Mediation, Moderation, Moderated Mediation Analysis, Mediated moderation analysis at School of Management Studies, University of Hyderabad. 

Conducted a session on (16th April 2019) HR analytics part of a two days workshop on Business analytics organized at school of management studies, university of Hyderabad. 

Conducted a three days sessions on (11-13 April, 2019) Structural Equation Modeling, Bifactor SEM, ESEM, Common method bias testing, Mediation and Moderation analysis at Presidency College, Bangalore. 

Conducted a four-day session on (5-8 April, 2019) Mediation, Moderation, Moderated Mediation Analysis, Mediated moderation analysis, Moderated Moderated Mediation analysis at Shailesh J. Mehta School of Management, IIT Bombay, Bombay. 

Conducted a session on (28th March 2019) Introduction to Mediation and Moderation analysis at Osmania University (ICSSR three day workshop), Hyderabad. 

Conducted a three days sessions on (21-23 March, 2019) Structural Equation Modeling, Common method bias testing, Mediation and Moderation analysis at Sahrdaya Institute of Management Studies, Kodakara, Kerala. 

Conducted a daylong session on (18th March, 2019) Mediation and Moderation analysis at NIT-Calicut, Kerala (10 day ICSSR workshop). 

Conducted a session on (26th Feb, 2019) Descriptive statistics part of the Research Methodology Workshop Series 4– Literature Review and Data Analysis using SPSS conducted on February 26-27, 2019 in the School of Medical Sciences, University of Hyderabad. 

Conducted a session on (18th Feb, 2019) Use of Big data in agriculture at Professor Jayashankar Telangana State Agricultural University, Hyderabad. 

Conducted a daylong session (8th Feb, 2019) on Mediation and Moderation analysis part of the 2 day FDP organized by Pondicherry University, Karaikal Campus, Karaikal. 

Conducted a five-day session (22-27, Jan 2019) on Structural Equation Modeling, Mediation, Moderation, Moderated Mediation Analysis and Article writing part of the 7-day International workshop organized by Cochin University at Cochin. 

Conducted a daylong session (22-12-2018) on Importance of final semester project for MBA students and role of research in teaching for faculty members at Kumarasamy College of Engineering (Autonomous), Karur, Tamilnadu. 

Conducted a half-day session on Structural Equation modeling using R Studio, part of a one day workshop on Social Network Analysis and Structural Equation Modeling         (16-12-2018)  organized at School of Management Studies, University of Hyderabad, Hyderabad. 

Conducted a four and half day session on (21-25 November, 2018) Mediation, Moderation, Moderated Mediation Analysis, Mediated moderation analysis at School of Management Studies, University of Hyderabad. 

Conducted a half-day session on How to publish research papers more effectively, part of an One Day FDP to ENHANCE RESEARCH & PUBLICATION" on 20th November 2018, organized by Vishwa Vishwani Business School, Hyderabad.

Conducted a day session (09-11-2018) on Mediation and moderation analysis as part of a three day FDP on data analysis for research in management and social sciences, organized by School of Management, SRM Institute of Science and Technology, Chennai. 

Conducted a daylong session (8th Sep, 2018) on Scale development and publishing a journal paper in top-tier journals at Yogi Vemuna University, Kadapa, AP. 

Conducted a two days session (16 and 17-08-2018) on Moderation analysis, Quadratic effect analysis, moderated mediation analysis and mediated moderated analysis at VIT Business School, Vellore.  

Conducted a day session on Mediation Analysis, Moderation Analysis and Conditional process Analysis in a three day workshop on Data Analytics for Research in Management and Social Sciences (21-07-2018) organized by Department of Management Studies, Anna University, Chennai. 

Conducted a daylong session (13-07-2018) for Ph.D. scholars of School of Management Studies on Theoretical Contribution, Generating Research Questions using Problematization and Publishing in a Journal.

Conducted a one and half-day session (07 and 08-06-2018) on mediation and moderation analysis, part of a refresher course on research methodology offered at HRDC, University of Hyderabad, Hyderabad. 

Conducted a day-long session (25-05-2018) on Mediation analysis and Moderation analysis part of the International level refresher research methodology course at PRIMAX Foundation, Bangalore. 

Conducted a three days session on Mediation, Moderation, Moderated Mediation and Mediated Moderation analysis part of the five-day workshop on Structural Equation Modeling: Testing Mediation and Moderation Models, between 16-20 May, 2018 at School of Management Studies, University of Hyderabad.   

Invited as a keynote speaker in a National Conference on Innovative Strategies of Knowledge Management for Sustainable Development organized by Rajapalyam Rajus’ College, Rajapalayam (16-02-2018).

Conducted a session on (30-11-2017-AICTE Sponsored Programme) on Mediation and Moderation analysis at University of Hyderabad, Hyderabad.  

Offered a course on Mediation and Moderation analysis at Amrita Business School, Coimbatore for the Ph.D. Scholars (30 hours session) between 22nd and 26th June 2017. The major topics covered in the course are Mediation analysis, Moderation analysis, Moderated mediation analysis, Mediated moderation analysis, Moderated moderated mediation analysis, bi-factor mediation analysis, and quadratic moderation analysis. 

Conducted a two days session (19 and 20-05-2016) on Reflective-Formative Conceptualization, Testing Hierarchical Component models, Mediation and Moderation analysis using SmartPLS at VIT Business School, Vellore.  

Conducted a one and half-day session (29-04-2017 and 30-04-2017) on Mediation analysis, Moderation analysis, Moderated Mediation analysis and Moderated Moderated Mediation analysis at National Institute of Technology, Tiruchirappalli. 

Conducted a day session (28-04-17) on Role of theory in research and Structural Equation Modeling for the faculty members and scholars of School of Management, SASTHRA University, Tanjore. 

Conducted a two-day session (14-04-17 and 15-04-17) on Role of theory in research, Mediation Analysis, Moderation Analysis and Conditional process Analysis in School of Management, University of Hyderabad, Hyderabad. 

Conducted a half-day session (25-11-2016) on Structural Equation Modeling, Mediation and Moderation analysis at National Institute of Technology, Tiruchirappalli. 

Conducted a half-day session (24-11-2016) on Reflective vs Formative measurement approach, Mediation and Moderation analysis at Amrita Business School, Amrita University, Coimbatore. 

Conducted a two days session (12 and 13-11-2016) on Reflective-Formative Conceptualization, Testing Hierarchical Component models, Mediation and Moderation analysis using SmartPLS at Institute of Management Technology, Hyderabad. 

Conducted a session (01-06-2016) on Structural Equation Modeling, Mediation Analysis and Moderation analysis at VIT Business School, Vellore. 

Conducted a day session on Multivariate data analytics in Gnanam School of Business, Tanjore. 

Conducted a two-day session (25-03-16 and 26-03-16) on Role of theory in research, Structural equation modeling, Mediation Analysis, Moderation Analysis and Conditional process Analysis in School of Management, University of Hyderabad, Hyderabad. 

Conducted a two-day session on Role of theory in research, Structural equation modeling, Mediation Analysis, Moderation Analysis and Conditional process Analysis in a two day FDP on Research Methods for Academicians (05-02-2016 to 06-02-2016) organized by Erode Builders Group of Institutions, Kangayam, Tirupur 638 108. 

Conducted a half-day session on Advanced Data analysis on 08-01-2016 at Indian Arts and Science College (ICSSR Sponsored workshop on research methodology for social science), Thiruvanamalai. 

Conducted a half-day session on Predictive Analytics – A beginner’s model of application of SPSS on 10-09-2015 at CARE School of Business, Trichy. 

Conducted a day session on Mediation Analysis, Moderation Analysis and Conditional process Analysis in a three day workshop on Data Analytics for Research in Management and Social Sciences (30-07-2015 to 01-08-2015) organized by Department of Management Studies, Anna University, Chennai. 

Conducted a two-day session (11-4-15 and 12-4-15) on Mediation Analysis and Moderation Analysis and Conditional Process Analysis in School of Management, University of Hyderabad, Hyderabad. 

Conducted a day session on Structural Equation Modeling, Mediation analysis and Moderation analysis part of AICTE Sponsored 15 days FDP" on "Business Analytics for Decision Making" conducted by Dept. of Management Studies at IT Block in M.A.M. College of Engineering & Technology, Siruganur, Trichy from 23.01.15 to 06.02.15 (2 weeks). 

Conducted a half-day session on Mediation Analysis and Moderation Analysis and Moderation Analysis in the three-day Workshop on Model Building and Validation for Research in Management and Social Sciences (29-05-2014 to 31-05-2014) Department of Management Studies, Anna University, Chennai. 

Delivered a session on Mediation Analysis in a day Workshop on Model Building and Validation for Research in Management and Social Sciences (29-04-2014) organized by Department of Management Studies, Anna University, Chennai. 

Conducted a half-day session on Mediation Analysis, Moderation Analysis and PLS-SEM in a three-day workshop on Model Building and Validation for Research in Management and Social Sciences (27-03-2014 to 29-03-2014) organized by Department of Management Studies, Anna University, Chennai. 

Handled a half-day Session on Mediation Analysis, Moderation Analysis and PLS-SEM in a five-day workshop on Data Analysis and Data Mining (03-03-2014 to 07-03-2014) organized by Department of Management Studies, National Institute of Technology, Trichy.