22. Delivered an Expert Lecture on Fundamentals of Python Programming during AICTE-ATAL Sponsored FDP on Digital Transformation for IT Enabled Supply Chain: Importance and Applications (DTSCIA-24) held at Punjab Engineering College Chandigarh during 12- 17 February 2024
21. Delivered two Expert Lectures on Soft Skills Transform an Individual into a Professional and Importance of Personality Development for Placement during the Pre-placement Workshop entitled Unlocking the success: Preparations for Future and Growth held at Government College, Chhachhrauli, Yamunanagar on 13 Feb. 2024
20. Delivered an Expert Lecture on Face Recognition Tools in Advanced Executive Course on Information Security & Digital Forensics for the Chandigarh Police held at PEC Chandigarh on 24th Nov. 2023
19. Delivered an Expert Lecture on Introduction to Biometrics in Advanced Executive Course on Information Security & Digital Forensics for the Chandigarh Police held at PEC Chandigarh on 24th Nov. 2023
18. Expert lecture on Medical Image Classification using Conventional Machine Learning Techniques in five-day workshop on Artificial Intelligence and Computational Imaging in Healthcare held at CSIR – Central Scientific Instruments Organization (CSIR- CSIO), Chandigarh during 20th – 24th Nov. 2023
17. Delivered an Expert talk on Effective Use of Machine Learning Techniques in DST Sponsored National Program for Training of Scientists & Technologists working in Government Sector on Big Data Management & Comprehensive Analysis held during 09th -13th Oct. 2023 at Centre for Development of Advanced Computing, Mohali.
16. Delivered an Expert talk on Biometric Security in DST SERB Sponsored High End Workshop (Karyashala) on Cryptocurrency and Blockchain Technology: Fundamental, Programming and Case Studies held during 10th -15th July, 2023 at Punjab Engineering College, Chandigarh.
15. Invited talk on "Image Transforms" in One week Faculty Development Programme on Digital Image Processing and Analysis: Applications with Practical organized by Mahatma Hansraj Faculty development Centre in Collaboration with Shaheed Sukhdev College of Business Studies, Affiliated to University of Delhi, New Delhi on Apr. 27, 2022.
14. Invited talk on "Intensity Transformations" in One week Faculty Development Programme on Digital Image Processing and Analysis: Applications with Practical organized by Mahatma Hansraj Faculty development Centre in Collaboration with Shaheed Sukhdev College of Business Studies, Affiliated to University of Delhi, New Delhi on Apr. 25, 2022.
13. Two extension lectures on "Soft Skills Transform an individual into a Professional" and "Importance of Personality Development for Placement" delivered at Government College, Aharwala (Bilaspur), Affiliated to Kurukshetra University, Kurukshetra on Jan. 22, 2022.
12. Invited talk on Random Permutation Principal Component Analysis for Cancelable Biometric Recognition at Department of Computer Science, University of Delhi, New Delhi on Sep. 22, 2021.
11. Invited Lecture on Virtual Labs in AICTE-ISTE sponsored online refresher/induction program on the topic Use of ICT in Engineering Education organized by Department of ECE, Maharaja Surajmal Institute of Technology, New Delhi, Affiliated to GGSIPU, New Delhi, March 2021.
10. Two lectures on 'Research Methodology: Tools and Techniques' in Short Term Training Program on 'Computational Techniques in Research methodology for Science and Social Sciences' under PMMMNMTT, Faculty Development Centre, H.N.B.G.U. Srinagar Garhwal (Central University), July 2019
9. TEQIP-III Sponsored 5-Day Short Term Training Program on Artificial Intelligence and Sustainable Applications in collaboration with Sant Longowal Institute of Engineering and Technology, Sangrur (Punjab), Mar. 2019 at NIT Uttarakhand
8. Invited Lecture on Cyber Crime and Web Security by Sashastra Seema Bal (SSB) Centralized Training Centre (CTC), Srinagar Garhwal, Sep. 2018
7. National Conference on Recent Innovation in Emerging Technology & Science organized by JB Institute of Technology, Dehradun, Apr. 2018
6. 5-Day Workshop on Article and Thesis Writing using Latex organized at NIT Uttarakhand, Jan. 2018
5. TEQIP Sponsored One Week Short Term Course on Digital Image Processing and Its Applications held at Department of Computer Science and Engineering, G. B. Pant Institute of Engineering and Technology, Pauri Garhwal, Dec. 2017
4. Department of Computer Applications, NIT Kurukshetra, Dec. 2017
3. Department of Computer Science and Engineering, G.B. Pant Institute of Engineering and Technology, Pauri Garhwal, Nov. 2017
2. Winter School on Computational Intelligence in Pattern Recognition (CIPR-2016) held at National Institute of Technology (NIT) Kurukshetra, Dec. 2016
1. Department of Computer Science and Engineering, Dev Bhoomi Institute of Technology (DBIT), Dehradun, Mar. 2014