"Introduction to Cyber Safety and Security" in Cyber Awareness Workshop at MGSIPA, Chandigarh, 2-July-2025
"Introduction to Artificial Intelligence and Machine Learning" and "Use of AI in Education/ Teaching", in Faculty Development Programme at GC College Sanjauli, Shimla, May 2025
"Data Analytics in Higher Education", in Short Term Course on AI in Higher Education organized by UGC-MMTTC, Panjab University, Chandigarh, Feb 2025
Delivered various talks as CBSE Resource person on "Use of AI in Education", 2025
"Introduction to AI and Machine Learning" in Workshop on Artifiicial Intelligence and Machine Learning, UIAMS, Panjab University Chandigarh, April 2024
Delivered various talks as CBSE Resource person on "Cyber Security" and "Python Language", 2024
"Introduction to Artificial Intelligence and Machine Learning " and "Data Prediction using Machine Learning Techniques", special lecture, Department of Library and Information Science, Panjab University, Chandigarh, February 2024
"Machine Learning and its Applications" and "Artificial Intelligence and its Real Life Applications", in Skill Development Course on ‘Artificial Intelligence and Machine Learning’ funded by RUSA, Department of Computer Science and Applications, Panjab University, Chandigarh, August 2023
"Classes In Python Programming", in Skill Development Course funded by RUSA, Department of Computer Science and Applications, Panjab University, Chandigarh, May 2023
"Introduction to Classification" and "Introduction to Deep Learning", in Skill Development Course funded by RUSA, Department of Computer Science and Applications, Panjab University, Chandigarh, April 2023 (Three sessions of 90 minutes each)
"Introduction to Support Vector based Classification" and "SV based classification in Batch based and Online Learning System", Department of Data Science and Artificial Intelligence, Himachal Pradesh University, Shimla, 9-Dec-2022 (Two sessions of 60 minutes each)
"Python Libraries and Plotting", 7-Days National Workshop (Online)/Value Added Course on Open Source Software Utility to Applied Econometrics and Statistics, conducted by the Department of Economics in collaboration with the Department of Statistics & the Department of Computer Science and Applications, Panjab University, Chandigarh. (Two sessions 90 minutes each)
"Data Science (AI/ML) and its use in Real Life Applications", Narsee Monjee Institute of Management Studies (NMIMS), Deemed University, Chandigarh, August 2022 (One session of 60 minutes)
"Scope of Artificial Intelligence", Dainik Bhaskar Newspaper - Education Career Fair, July 2022, Chandigarh (One session of 60 minutes)
"Role of AI and ML in real life applications", Short term attachment programme, Center for Innovation ad Bio-Design (CIBioD), PGIMER, Chandigarh, June 2022 (One session of 60 minutes)
"ML based Regression and Classification Implementation", One Day workshop on Machine Learning Techniques, Department of Computer Science and Applications, Panjab University, Chandigarh 4-Feb-2022 (120 minutes session)
"Avenues of Application of Artificial Intelligence in Health and Medtech", Short term attachment programme, Center for Innovation ad Bio-Design (CIBioD), PGIMER, Chandigarh, May 2021 (One session of 60 minutes)
"Support Vector Machine Classifiers", Refresher course in Information communication and Technology, HRDC, Panjab University, Chandigarh, Feb 2021 (One session of 90 minutes)
"Role of AI in Education and Machine Learning Techniques to Solve Teacher Perspective Tasks", Workshop in Application of Artificial Intelligence in Teaching and Learning, Institute for Development and Comunication, Chandigarh, Feb 2021 (One session of 90 minutes)
"Artificial Intelligence and Machine Learning", Faculty Development Programme on Artificial Intelligence and Machine Learning - Basics and Applications, Panjab University, Chandigarh, Dec 2020 (One session of 90 minutes)
"Introduction to Artificial Intelligence and Machine Learning", Faculty Development Programme on Artificial Intelligence in Human Life, HRDC, Panjab University, Chandigarh, Oct 2020 (One session of 90 minutes)
"Python Programming; Machine Learning in Python (regression, Classification, Clustering, Dimension Reduction)", Workshop on Scientific Computing using Matlab and Python, J.C Bose University of Science and Technology, YMCA, Faridabad, 2020 (Five sessions talks and each session of 90 minutes)
"Working with Python and Python use in Machine Learning (Deep Learning)", Department of Statistics, Panjab University, Chandigarh, March, 2020 (three sessions talks and each session of 90 minutes)
"Fundamental of Programming in Matlab", Workshop on Mathematical Programming, MCMDAV, Chandigarh, 2018 (three sessions talks and each session of 90 minutes)
“Graphics Programming in Matlab”, International Workshop on Soft Mathematical Tools, Khalsa College Amritsar Talk, 2018 (three sessions talks and each session of 90 minutes)
“Solving Large Scale Machine Learning Problems”, GNEC Ludhiana, 2018 (one session of 90 minutes)
"Fuzzy Sets and Membership Functions", National Institute of Technical Teachers Training and Research Institute, Chandigarh, 2017 (one session of 90 minutes)
“Programming in Matlab”, SASE, DRDO, Chandigarh, 2016 one session of 90 minutes)
“Classifiers as Support Vector Machines and Neural Networks”, National Conference at DSCW, Ferozpur, 2016
"Fuzzy Programming", National Institute of Technical Teachers Training and Research Institute, Chandigarh, 2016
"Computer programming for Mathematics Problems using Matlab", Instructional School of Lecturers in Numerical Analysis (Sponsored by National Centre of Mathematics), Panjab University, Chandigarh, 2014
"A Feed Forward Neural Network Recognition System using Efficient Features Selection", Mathematics Department, Panjab University, Chandigarh Science Congress, 2012
"Neural Networks Applications in Computer Vision", Mathematics Department, Panjab University, Symposium, 2012
Distinguished Alumni Award by GC College Sanjauli, Shimla, 2025
"Panjab University Alumni Association Research Grant (PUAARG)" award by Panjab University, Chandigarh, 2023
“Purse Research Award" under DST funding by Panjab University, Chandigarh, 2018
Travel grant award given to my research student in Asian Conference in Machine Learning (ACML) in Seoul, 2017 for submitted joint research contribution.
Post Doctoral position selection by RWTH Aachen, Germany.
Certificate for Excellent work as a volunteer in 91st session of Indian Science Congress Association (ISCA) 2004.
Regular scholarship holder in three years of graduation (BSc) degree programme and Attended level ‘O’ course in Mathematics funded by NBHM at IIT Kanpur during BSc degree programme.
State merit scholarship holder in class X exams.