Profile

Dr. Ciyamala Kushbu S currently serves as an Associate Professor in the Department of ISE at CMRIT, Bangalore. She has over 10+ years of experience in Teaching and 7+ years in Research. She has 35+ International Journal and Conference publications. It includes 10 Scopus-indexed conference publications over the past two years. Her Journal publications comprise two Q2 Scopus-indexed papers published in open-access journals, one Q1 paper, two Q3 papers, and one Q4 paper, along with two Web of Science-indexed publications. She has also actively participated in more than 40 Faculty Development Programmes (FDPs) and workshops, demonstrating her commitment to continuous learning and professional development. She is the author of the book Advanced Computer Architecture, published by Sahara Publications in 2017. Her academic and professional interests span teaching, research, faculty development, and institutional initiatives.

She holds the distinction of being a University Rank holder in both her B.E(University 34th) and M.E(University 1st) degrees. Furthermore, she was a school topper in both 10th and 12th grades. Her outstanding article was recognized as the best paper at MIT, Chennai in 2012. Moreover, she stands out as one of the top 10 candidates for a project selected by ICTACT in the year 2013.She has taken up many responsibilities like Co-Coordinator for NBA assessments for Level 3 and Level 5 programs, Slow Learners Coordinator, Evening Coaching Coordinator , Result Analysis Coordinator, Department AICTE Co-Coordinator, Compere, Subject Lesson Plan Coordinator, Class advisor, Internal Assessment Coordinator, Lab Coordinator, Attendance Coordinator, Timetable Coordinator, Counsellor, Student Club activities Coordinator, EMS Coordinator, Project Coordinator, Faculty Placement Coordinator,  Project Guide ,Conference Co-Organizer, Conference Session Coordinator, Pedagogy Evaluator, Mentor, Class Teacher, Robotics and Drones- Center of Excellence Member etc. Currently she is serving as Department Research Committee Head and Student Publication Coordinator.

She has recently received the Best DRC Head Award at the Staff Awards in recognition of her contributions to research coordination and academic development. She has also successfully completed the Wipro TalentNext Certification in Data Science Using Python with 91%, earning recognition as a Wipro-certified faculty member. She is a Life member of Technical bodies like ISTE, IFERP, and IAENG.

Journal and Conference Publication (35)

SCOPUS: (22)

1. Ciyamala Kushbu S, Chettiyar Vani Vivekanand, Arthi Devarani P, Kavitha P, Sugunadevi C, Susheelamma K H,"EpiAttenNet: Dual-Stream Cross-Attention Neural Network for Multi-Horizon Epidemic Time-Series Forecasting with Uncertainty Quantification",Natural Resources for Human Health (NRFHH) 2026, ,doi:https://doi.org/10.53365/nrfhh.2842  (SCOPUS indexed-Q3 Journal)

2. Asha V, Kavitha P, Sri Gokulam R, Ciyamala Kushbu S, Jayashree M, Gayathri N ," ECG Arrhythmia Classification a Lightweight, Explainable, and Web-Deployable Deep Learning Framework Using Knowledge-Distilled GAN Features and Flask",Natural Resources for Human Health (NRFHH) 2026, ,https://doi.org/10.53365/nrfhh.2843  (SCOPUS indexed-Q3 Journal)

3. S. Ciyamala Kushbu, D. H, M. CH, A. S. Kumar, P. K. Kumar and G. G. P, "Eye Blink Communication System for Paralyzed Patients," 2026 6th International Conference on Soft Computing for Security Applications (ICSCSA), Salem, India, 2026, pp. 785-790, doi: 10.1109/ICSCSA69367.2026.11707887. (SCOPUS).

4. S. Ciyamala Kushbu, M. CH, B. Prasad, A. D. P, R. A. Prathap and Chandraprakash, "Intelligent Posture Correction System for Mitigating Ergonomic Health Risks," 2026 8th International Conference on Intelligent Sustainable Systems (ICISS), Tirunelveli, India, 2026, pp. 155-160, doi: 10.1109/ICISS67859.2026.11453533. (SCOPUS).

5. C. V. Vivekanand, T. M. Inbamalar, S. Ciyamala Kushbu, M. Amala Justus Selvam, E. Anna Devi and B. Sarala, "Design and Implementation of a Mobile-based Assistive Tool for Memory and Safety Support in Dementia Patients," 2025 6th International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2025, pp. 1651-1655, doi: 10.1109/ICESC65114.2025.11212224. (SCOPUS).

6. C. V. Vivekanand, Ciyamala Kushbu. S, K. S, I. T. M, A. J. S. M and A. D. E, "Enhancing Corporate Sustainability Through Agentic AI and Blockchain Technologies," 2025 IEEE First International Conference on Innovations in Engineering and Next-Generation Technologies for Sustainability (ICINVENTS), Coimbatore, India, 2025, pp. 1-6, doi: 10.1109/ICINVENTS64613.2025.11402608. (SCOPUS).

7. Ciyamala Kushbu S, Deepa H, Y. Krishnaveni, B. Prasad, A. Bhasha and A. D. P, "Hybrid Architecture for Video-Based Real-Time Posture Correction Using Mediapipe and CNN1D," 2025 International Conference on Advances in Next-Gen Computer Science (ICANCS), Bangalore, India, 2025, pp. 1-6, doi: 10.1109/ICANCS65819.2025.11377272..(SCOPUS).

8. Ciyamala Kushbu. S, A. D. P, M. K, B. Prasad, R. A. Prathap and Y. K, "Enhanced Accident Severity Prediction Using LightGBM-CNN Fusion Framework," 2025 International Conference on Advances in Next-Gen Computer Science (ICANCS), Bangalore, India, 2025, pp. 1-6, doi: 10.1109/ICANCS65819.2025.11377327.(SCOPUS).

9. Ciyamala Kushbu, Varsha  Jituri, C. S. Kumar, B. Prasad, R. T. V and S. N. G., "Smart and Advanced IoT-Based Forest Monitoring and Wildlife Detection System," 2025 International Conference on Advances in Next-Gen Computer Science (ICANCS), Bangalore, India, 2025, pp. 1-6, doi: 10.1109/ICANCS65819.2025.11377236..(SCOPUS).

10. Vivekanand, C.V., Kalaivani, Ciyamala Kushbu S, Inbamalar, T.M. and Devi, A., 2025, August. Intelligent Cooperative Spectrum Sensing with Energy Harvesting in Cognitive Radio Networks Using Optimized Subspace Search Algorithms. In 2025 9th International Conference on Inventive Systems and Control (ICISC) (pp. 1459-1463). IEEE. doi: 10.1109/ICISC65841.2025.11188175 .(SCOPUS).

11. Ciyamala Kushbu S , T M, I., Lakshmi R, S., & Vivekanand, C. V. (2025). Optimal feature extraction for the classification of Cardiac Magnetic Resonance Images. The Imaging Science Journal, 1–16. https://doi.org/10.1080/13682199.2025.2524989. (SCOPUS indexed-Q2 free Journal)

12. Ciyamala Kushbu. S, C. Manasa, M. A. Reddy, P. Kumar, K. Manne and M. B. Prakash, "Symply - Medicine Recommendation System using Machine Learning," 2025 International Conference in Advances in Power, Signal, and Information Technology (APSIT), Bhubaneswar, India, 2025, pp. 1-5, doi: 10.1109/APSIT63993.2025.11086224.(SCOPUS).

13. Ciyamala Kushbu. S, C. Manasa, M. Sruthi, T. Radhika, V. Chandraprakash and V. Rajeshwari, "Real-Time Bidirectional Visitor Counter with Wireless Smart Power System," 2025 International Conference in Advances in Power, Signal, and Information Technology (APSIT), Bhubaneswar, India, 2025, pp. 1-6, doi: 10.1109/APSIT63993.2025.11086316.(SCOPUS).

14. Ciyamala Kushbu. S, Deepa. H, S. L. R, S. Gaurav, S. Sen and V. Dash, "Gesture Art Board: Advancing Digital Expression Through Hand Gesture Recognition Technology," 2025 International Conference in Advances in Power, Signal, and Information Technology (APSIT), Bhubaneswar, India, 2025, pp. 1-6, doi: 10.1109/APSIT63993.2025.11086264. (SCOPUS).

15. S.Ciyamala Kushbu,Chettiyar Vani Vivekanand, R Purushothaman, Inbamalar T M, M Amala Justus Selvam, “Tiny ML-based Non-Invasive Approach of Cardiac Monitoring”,2024 7th International Conference on Contemporary Computing and Informatics (IC3I),2024,18 and 19 September 2024,Amity University Greater Noida Campus.  (SCOPUS).

16. S.Ciyamala Kushbu, "Crypto Currency Price Prediction using LSTM2A-200 Analysis for Strategic Investment Moves ", International Conference on Data Science & Exploration in Artificial Intelligence on 3rd and 4th July 2024,MIT,Bangalore.(SCOPUS).

17. S.Ciyamala Kushbu, "Crowd Analysis using DeepSORT", International Conference on Data Science & Exploration in Artificial Intelligence on 3rd and 4th July 2024,MIT,Bengaluru.(SCOPUS).

18. S.Ciyamala Kushbu, Manasa Ch ,Deepa H, "Exploring Strategies for Identifying and Resolving Challenges in Deep Learning-Based Biventricular Segmentation", IEEE International Conference for Women in Innovation, Technology & Entrepreneurship (ICWITE 2024), during 16th – 17th February 2024, at Vemana Institute of Technology,  Bengaluru. (SCOPUS)

19. S.Ciyamala Kushbu, T.M.Inbamalar, and S.Sudha, "An efficient deep learning algorithm for the segmentation of cardiac ventricles," International Journal of Imaging Systems and Technology, Wiley Journal, July 2023. https://doi.org/10.1002/ima.22929  (SCOPUS, SCIE) (Q2 Free Journal) 

20. S.Ciyamala Kushbu, T.M.Inbamalar, "Making Semi-Automatic Segmentation Method to be Automatic Using Deep Learning for Biventricular Segmentation," Journal of Medical Imaging and Health Informatics, American Scientific Publishers, 12(2), 112-122, February 2022. (SCIE)

21. S.Ciyamala Kushbu, T.M.Inbamalar, " Interactive one way contour initialization for cardiac left ventricle and right ventricle segmentation using hybrid method," Journal of Medical Imaging and Health Informatics, American Scientific Publishers, 11(4), 1037-1054, April 2021.. (SCIE)

22. Ciyamala Kushbu S, S.Shaik Majeeth, "Segmentation of Immune Cells Based On Toggle Operator And Counting," International Journal of Applied Engineering Research (IJAER), 10(55), 2487-2491, 2015. (SCOPUS Q3 journal)

NON-SCOPUS (13)

23. S.Ciyamala Kushbu, Catherine Rathi Devapriya, Dhanya, "Left Ventricular Hypertrophy and Dilated Cardiomyopathy prognosis using Neural Networks," Proceedings of 5th National Conference On Information And Communication Technologies, SSN, 55-59, April,2019.

24. Sreeja, G.B., Inbamalar, T.M., Ciyamala Kushbu. S, "Detection of Signature Based Forgeries Using Artificial Neural Network," Blue Eyes Intelligence Engineering & Sciences Publication, 9(1), 400-403, 2019.

25.  Ciyamala Kushbu S, Balaji V, Ajith Kumar P, Kiren Aananth A, Gunasekar N, "Forgery Detection in Documents," SSRG International Journal of Electronics and Communication Engineering, Seventh Sense Research Group, 5(5), 15-20, 2018.

26. Ciyamala Kushbu S,Balaji V, Ajith Kumar P, "Forgery Detection in Documents", 2nd International Conference on Recent Trends in ENgineering ,Computers,Information Technology and Apllications, at PSNA COllege of Engg. and Technology on 23.03.2018.

27. S.Ciyamala Kushbu, A.T. Rishikesh, P. Vignesh, P. Vignesh, "Automatic Energy Meter Monitoring System Using IOT," International Journal of Advance Research in Science and Engineering, 472-477, 2018.

28. S.Ciyamala Kushbu, A.T. Rishikesh, P. Vignesh," Automatic Energy Meter Monitoring System", International Conference on Advancements in Engineering , Technology and Sciences, at Dhaanish Ahmed College of Engineering, from 16.03.2018 to 17.03.2018.

29. S.Ciyamala Kushbu, C. Kavitha, U. Pradheeba, "Segmentation of Leukocytes Diagnosis of Disease," International Journal for Modern Trends in Science and Technology, 3(5), 84-87, 2017.

30. Ciyamala Kushbu S, Hari Govind V., Adarssh Mahesh, Nagendra Babu M., "Detection of Moving Objects," Second National Conference on Recent Innovations in Electronics and Computing Technologies (NCRIECT - 17) at Annai Veilankanni's College of Engineering, 512-514, March 2017.

31. Ciyamala Kushbu S and Madhan Kumar K, "Docker based IRIS recognition using intelligent model," National Conference on Data Science and Intelligent Information Technology (NCDSIIT'17) at Rajalakshmi Institute of Technology, 125-128, March 2017.

32. Ciyamala Kushbu S and Arthi Devarani P, "Reverse process of Image and Data steganography using adaptive pixel pair matching algorithm and DWT", National Conference on Nascent Technologies in Biomedical, Electrical, Electronics and Communication, at Vel Tech Multitech Engineering College, 615-618, February 2017.

33. Ciyamala Kushbu S, Bandala Raja Sekhar, Alahari Saimouli, "Green Radio Approach Towards Energy Efficient Radio Access Networks for Mobile Communication," National Conference on Emerging Trends in Information Science and Technology, RVSPCET, 125-127, March 2016.

34. Ciyamala Kushbu S, S.Shaik Majeeth, "Segmentation of Immune Cells Based On Toggle Operator And Counting," International Conference ICCAET'15 at Syed Ammal Engineering College, Ramanathapuram, May 2015.

35. Ciyamala Kushbu S and S.Ethiraj, "ROF Technologies and Integration Architectures for In-Building Optical–Wireless Access Networks," in Instrumentation Engineers Association Conference, MIT, pp. 9-10, 2012.

Achievements

Academic Excellence:

 University Rank 1 in PG course with 9.2 CGPA.

 University Rank 34 in UG course with 8.8 CGPA.

 School Topper in 12th grade with 95%.

 School Topper in 10th Grade with 95%.

 Consistently achieved over 95% success in all subjects supervised.

Project Accomplishments:

Developed and implemented an approved Mega Application Project on Eduquant-Student Transformation Record for easy mentoring (Ongoing 2023-till date).

Developing an approved Mega Application Project on SCILENS AI-an automatic Reviewer (Ongoing 2026-till date).

Professional Development:

Succesfully completed Wipro Cerified Faculty course on "Data Science using python", with a score of 91% in September 2026.

Completed NPTEL Courses with Silver Elite credit in Machine Learning

Completed NPTEL Courses with Elite credit in Data structures using Python, Joy of computing Python & Computer

Architecture and Organization and “Practical Machine learning using Tensorflow”.

Engaged in over 15 Faculty Development Programs (FDPs) and 5 workshops to enhance knowledge and expertise.

Received a Gold Certificate for the FDP on “Customer Interaction” organized by the Entrepreneurship Development (ED) Cell between February and April 2025.

 Leadership and Recognition:

 Mentored a team that won second Prize in the Smart India Hackathon  in 2018 with cash Prixe of Rs.1 lakh.

 Delivered a guest lecture on Ethernet applications in RMK Engineering College in 2015.

 One of the Top Finalists in the “ICTACT Student Innovator Awards” in 2015.

 Won the best article award for a paper at Madras Institute of Technology (MIT) in 2012.

 Additional Achievements:

 Completed an online MATLAB course with a 100% score in 2015.

 Appointed as a One day Government employee by District Collector during election duty

 in 2015.

 Received appreciation certificates for 100% attendance in both B.E and M.E courses.

 Qualified for the Final Round in Mega Science Extravaganza for Chandrayaan-1 in 2008.

Awards:

Received the best DRC Head Award  in recognition of contributions to research coordination and development.– Academic Year 2025–26:

Student Feedback Excellence Award: Recognized for achieving a student feedback score of above 95%.

Current Support Role 

1. 1. Department Research Commitee Head/ ISE

   2. Faculty Placement Coordinator

   3. Student Club activities Coordinator 

   4. EMS Coordinator

   5. Project Guide 

   6. Conference Organizing Committee member

   7. Mentor

   8. Class Teacher

   9. Robotics and Drones- Center of Excellence Member

   10. Project Coordinator

   11. Pedagogy Evaluator

Served as

1. 1. Co-Coordinator for NBA assessments 

   2. ISO files: Slow Learners, Evening Coaching, Result Analysis Coordinator

   3. Department AICTE Co-Coordinator

   4. Compere

   5. Subject Lesson Plan Coordinator

   6. Class advisor

   7. Internal Assessment Coordinator

   8. Attendance Coordinator

   9. Timetable Coordinator

   10. Counsellor

Software Proficiency

Languages            : C, C++, Python, Verilog HDL,SQL

Tools                     : MATLAB ,MYSQL,MONGODB, Packet Tracer, PSPICE, NS2, ISE Design suite 14.2,PowerBI

Professional Body Membership

1. ISTE

2. IFERP

3. IAENG

Event Coordinator

Coordinator for LLTP on "Generative and Agentic AI" from 23rd march to 28th March, 2026 for 6 Days in CMR Institute of Technology,Bengaluru.

Events attended

1. Attended an External Event – “Powering Agentic Automation with UiPath Maestro Flow” – at Polaris School of Technology, Divyashree Technopark, Bengaluru, on 22 August 2026.

2. Attended an External Event – “Data & AI Forum: Apache Iceberg Edition” – Attended at 43 Workspace and Events, Bengaluru, on 25 July 2026.

3. Attended an External Event – “Java Meetup at DevOn Software” – at DevOn Software Services Pvt. Ltd. on 27 June 2026.

4. Attended an External Event – “The AI Infrastructure Meetup – Bangalore” – at Cloudera Data Platform India Private Limited on 30 May 2026.

5. Participated in One-Week Faculty Development Programme on “Recent Trends in Next-Gen Systems: Innovation and Applications” – conducted by Dr. B. R. Ambedkar National Institute of Technology from 28 July to 1 August 2025.

6. Successfully completed Six-Day Faculty Development Programme on “Customer Interaction” – organized by the Entrepreneurship Development (ED) Cell between February and April 2025, and received a Gold Certificate.

7. Attended the online One-Week Faculty Development Programme on “LiDAR Data Processing and Applications Prototype” – conducted by ISRO from 5 to 16 August 2024.

8. Attended One-Week Faculty Development Programme on “Generative AI Models and Applications of Machine Learning” – at Jain University from 22 to 27 July 2024.

9.  Participated in the Workshop on “Digital Fabrication and 3D Printing” organized by Makerspace, CMR Institute of Technology, on 12 and 13 July 2024.

10.  Attended the Two-Day Programme on “Business Intelligence Using Power BI” – conducted by Skill Nation on 8 and 9 June 2024.

11. Participated in 10-Hour National Faculty Development Programme on “Data Analytics Using Power BI and Tableau” conducted by EXCELR from 11 to 15 March 2024.

12. Organizing member and Session Coordinator for the IEEE conference C2I6 conducted in the ISE department of CMRIT in 2023.

13.  Attended 5-day Online FDP on the theme “Inculcating Universal Human Values in Technical Education” organized by All India Council for Technical Education (AICTE) from 25.09.2023 to 29.09.2023.

14. Attended 5 days Online FDP on "Applications of Image Processing" organized by ST.Joseph's College of Engineering from 14.07.2020 to 18.07.2020.

15. Partcipated in 5 days FDP on "Embracing the creative side of Teaching and learning methods" organized by RMK COlege of Engneering and Technology from 29.06.2020 to 03.07.2020.

16. Attended 5 days webinar series on Image Processing organized by Sri Manakula Vinayagar Engineering College from 25.05.2020 to 29.05.2020.

17. Attended 1 day webinar on Deep Learning for Natural Language Processing organized by RMKCET 0n 12.05.2020.

18. Attended one day webinar on IOT architecture and Real time Industrial use cases at RMKCET on 21.05.2020.

19. Attended 5 days Webinar on Leading in a VUCA world organized by ICTACT from 20.04.2020 to 25.04.2020.

20. Participated in 6 days  National Level Short Term Training Programme (STTP) on Applied Mathematics and Scientific Computation for Engg. Research at S.A Engg College from 04.11.2019 to 09.11.2019.

21.  Attended 2 days workshop on Networking at SANSBOUND-The networking School from 22.10.2019 to 23.10.2019.

22. Participated in 1 day National workshop on Intellectual Property Rights (IPR) organized by Institution's Innovation council and Department of mechanical Engg. at RMCET on 04.10.2019.

23. Participated in the Training Programme on Student Pyschology conducted by National Institute of Technical Teachers Training and Research (NITTTR) at RMKCET from 17.06.2019 to 19.06.2019.

24. Attended 5 days National Level workshop on Machine Learning Approaches on Medical Imaging for Clinical Pyschology and Health Care applications organized by SCOPE at Vellore Institute of Technology from 06.05.2019 to 10.05.2019.

25. Completed 1 day Faculty Development Program on Recent Trends in 5G Technologies conducted by the Director R &D Samsung at RMK Engg. College on 02.11.2018.

26. Participated in 1 day Faculty Development Programme on College Companion organised by ISTE Staff Chapter on 14.07.2018.

27. Attended 7 days Faculty Development Training Programme on Signals and Systems at MIT, Anna University from 28.05.2018 to 03.06.2018.

28. Participated in 7 days Faculty Development Training Programme on Artificial Intelligence, Anna University from 05.12.2017 to 12.12.2017.

29. Attended 1 day workshop on Intellectual Property Rights Procedures at RMKCET on 17.06.2017.

30. Undergone 1 day Industrial Visit Programme on Telecommunication in BSNL, Rajiv Gandhi Memorial Telecom Training centre on 13.07.2017.

31. Attended 5 days Faculty Development Program on Python Programming at RMD Engg.college from 20.06.2017 to 24.06.2017.

32. Attended 1 day Faculty Development Program on Social,Mobile,Analytics and Cloud (SMAC) at RMK Engg. College on 08.06.2017.

33. Attended 7 days Faculty Development Program on Transmission Lines and Waveguides at RMKCET from 29.05.2017 to 04.06.2017.

34. Participated in 2 days Workshop on Advanced FPGA Design at Saveetha Engg. College from 17.02.2017 to 18.02.2017.

35. Attended 7 days Faculty Development Program on EC6503-Transmission Lines and Waveguides , Anna University from 13.06.2016 to 19.06.2016.

36. Attended 1 day Faculty Development Program on Leadership Skills conducted by Infosys Ltd at  RMK Engg. College on 31.05.2016.

37. Successfully completed 1 day Faculty Development Program on Internet of Things at RMK Engg.college on 05.05.2016.

38. Participated in 1 day National Seminar on Cloud Computing and Security issues at RMKCET on 07.03.2016.

39. Attended 1 day National Workshop on Pioneer to Discover with Internet of Things at RMKCET  on 07.03.2016.

40. Attended 1 day Refresher Course on Academic Excellence at RMCET on 25.01.2016.

41. Participated in 2 days workshop on Advancements in Biomedical Signal and Image Processing sponsored by UGC-DRS-II (SAP II) at Madras Institute of Technology, from 29.10.2015 to 30.10.2015.

42. Participated in 1 day workshop on Awareness of Tera Hertz Technology  sponsored by IET at RMCET on 19.09.2015.

43. Participated in 1 day National Level workshop on Brain Computer Interface Development and Simulation sponsored by IET at RMCET on 19.09.2015.

44. Undergone 1 day Industrial Visit Programme on Telecommunication in BSNL, Rajiv Gandhi Memorial Telecom Training centre on 06.07.2015.

45. Attended 2 days Refresher Course on Academic Excellence at RMK College of Engg. and Technology from 15.06.2015 to 16.06.2015.

46. Attended the Anna University approved 7 Days Faculty Development Training Programme on Electronic Circuits 1 at RMKCET from 30.05.2015 to 06.06.2015.

47. Attended 2 days ISTE E-Seminar on Steps 2 Research  organized by ISTE Kerala section CSI cochin Chapter from 19.09.2014 to 20.09.2014.

48. Attended 2 days National Level workshop on Advances in Image processing using MATLAB at Kongu Engg. College from 27.08.2014 to 28.08.2014.

49. Participated in 2 days National Workshop on Recent Trends and Research Issues in NS-2 at Saveetha Engg. College from 31.01.2014 to 01.02.2014.

50. Participated in 2 days National Workshop on Recent Trends and Research Issues in CADENCE at Saveetha Engg. College from 29.01.2014 to 30.01.2014.

51. Participated in 2 days National Workshop on Recent Trends and Research Issues in Image Processing at Saveetha Engg. College from 27.01.2014 to 28.01.2014.

52. Attended 2 days workshop on Applications of Signal and Image Processing organized by the Research cell, Sri Venkateshwara College of Engg. from 11.12.2013 to 12.12.2013.

53. Attended 2 days workshop on NS3- A Research Perspective at Velammal Engg. College from 07.11.2013 to 08.11.2013.

54. Participated in 3 days Android App Development Workshop conducted as a part of aBaCUS'12 in College of Engineering from 27.01.2012 to 29.01.2012.

55. Participated in ORBITCE , a National-level Symposium at SSN Engineering College held on 26.08.2011.

56. Completed 5 days Inplant Training on Transmission Lines in Doordharshan Kendra from 13.06.2011 to 17.06.2011.

57. Participated and topped in Velammal's 5th State level Science Talent Search Exam on 22.11.2008.

Resource Person

1.Acted as a resource person for a one -day workshop on "Ethernet" at RMK engineering College at 2015.

2.Acted as a resource person for a two-day workshop on "UI/UX" at Atria Institute of Technology on 6th and 7th March 2025.

3.Acted as resource person for 2 days in the LTTP on "Generative and Agentic AI", at CMR Institute of Technology on 27th and 28th March,2026.

Reviewer

1.Reviewer for Second IEEE International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE'24) organized by the School of Computer Science Engineering and Information Systems(SCORE) in collaboration with IEEE and ACM, Vellore Institute of Technology,2024

2.Reviewer for Biomedical Signal Processing & Control Q2 Journal.2024

3. Reviewer for 4th international conference on Communication, Computing and Industry 6.0, C2I6-2023, CMR Institute of Technology.

4. Reviewer for 3rd International Conference on Data Science and Information System (ICDSIS - 2025), Malnad College of Engineering, Hassan, 2025

5.Reviewer for IJOSI Journal – Serving as a reviewer, contributing to the peer-review process and evaluation of research manuscripts.