“Computer Vision Basics for IoT” @ AI & IoT: The 4th Industrial Revolution, Org. by: Malaviya Mission Teacher Training Programme, IIT Patna, India, 27 May, 2025.
“Deepfake Basics” @ Foundations of Cyber Security, Org. by: Malaviya Mission Teacher Training Programme, IIT Patna, India, 9 Jan., 2025.
“Logistic Regression and Neural Networks”, “Backbone functions of Deep Neural Networks: Activation, Loss, Optimization functions”, “Convolutional Neural Networks”, “Deep Computer Vision Applications”, ACM India Winter School on Recent Trends in AI/ML for Industry 4.0, IIT Patna, 18-29 Dec. 2023. (NPTEL: link1, link2, link3, link4)
“Deep Learning Basics”, FDP on AI and DL Approaches for Real World Applications, VIT-AP University, India, 3-4 May, 2023.
“Machine Learning-based Prediction”, Workshop on Empowering IoTs through AI, Development Management Institute Patna, India, 12 Jan. 2023.
“Linear/Logistic Regression, Support Vector Machine/Regression”, Executive Training Program on Data Analysis with the Techniques of AI, Machine Learning, and Data Security, of Commercial Taxes Dept., Govt. of Bihar, India, 5−9 Nov. 2022.
“Fundamentals of Convolutional Neural Networks and Its Application on Computer Vision”, National Workshop on Data Science and Machine Learning: NWDSML-2022; Org. by: CSJMU/ Kanpur University, India, 18 July 2022.
“Handwriting Analysis: A Study towards Human Cognition”, FEIT, University of Technology Sydney, Australia, 21 Mar., 2016.
Journals: IEEE Transactions: TPAMI, TNNLS, TIP, TMM, TAI, TIFS, TBIOM, THMS, TIM, TII, TCSS, TCSVT, TASE, TMC, TNSE, TSMC: Systems; Proc. of IEEE, IEEE CGA, IEEE Access, IEEE Internet Comp., ACM TALLIP, Pattern Recognition, Neural Networks, Neural Comp. & Appl., Comp. Speech & Language, IET Comp. Vision, IET Image Proc., IET Biometrics, IJDAR, IJPRAI, J. of Electronic Imaging, CAAI Trans. on IT, ...
Conferences: CVPR-2025, AAAI - 2026/ 2024/ 2023, ICCV-2025, ACM MM-2025, IJCB-2025/ 2024, FG-2025/ 2024, ECCV-2024, ICWS-2024, ICDAR - 2024/ 2023/ 2021/ 2019/ 2017, IJCNN - 2024/ 2023/ 2022, ICPR - 2024/ 2022, CVIP - 2024/ 2023, SRBS@BMVC-2024, ICFHR - 2022/ 2020/ 2018, GCON-2023, INDICON-2021, ACPR-2019, TENCON-2016, AIPR-2014, ...
Academic & Local Co-ordinator: ACM India Winter School on Recent Trends in AI/ML for Industry 4.0 @ IIT Patna, India, on 18-29 Dec. 2023.
Co-Organizer and PC Member: International Workshop on Big Data Analytics for Climate Change, IEEE Big Data, Italy, 15-18 Dec. 2023.
Secretary, IEEE Patna Subsection, Mar. 2023 -- Present
Advisor, IEEE CIS Student Branch Chapter, IIT Patna, Jul. 2024 -- Present
Advisor, IEEE Biometrics Council Student Branch Chapter, IIT Patna, Aug. 2024 -- Present
Webmaster, IEEE Patna Subsection, Mar. 2023 -- Dec. 2023
Senior Member, Institute of Electrical and Electronics Engineers (IEEE)
Memberships: CIS, YP, Biometrics Council, TCPAMI
Member, Association for Computing Machinery (ACM)
Member, International Association of Engineers (IAENG)
Life Member, Indian Unit for Pattern Recognition and Artificial Intelligence (IUPRAI)
Life Member, Cryptology Research Society of India (CRSI)
CSE Departmental Academic Disciplinary Committee (DADC) Chairman, 7 Sep. 2025 -- Present
CSE Departmental Academic Program Committee (DAPC) Secretary, 24 April 2024 -- 18 Nov. 2024, 30 June 2025 -- Present
CSE DAPC member, Aug. 2022 -- Present
CSE Departmental Training & Placement Co-ordinator, 23 March 2023 -- Present
CSE Departmental Website Coordinator, 17 May 2024 -- Present
Faculty Advisor: B.Tech. AI & DS 2023-2027 Batch, 4 Jan. 2025 -- Present
Faculty Advisor: M.Tech. CSE 2025-2027 Batch, M.Tech. AI 2025-2027 Batch, May 2025 -- Present
Faculty Advisor: B.Tech.-M.Tech. CSE Dual Degree 2023-2028 Batch, 30 June 2025 -- Present
Faculty Advisor: B.Tech.-M.Tech. CSE Dual Degree 2024-2029 Batch, 30 June 2025 -- Present
Standing Survey Committee (SSC) Member for all hostels, 31 May 2022 -- 30 May 2025
Advisory Board Member, Quality Improvement Program - Continuing Education Programme (QIP-CEP), 23 July 2022 -- 22 July 2024
CSE Departmental Exam, Time-Table, Classroom, Teaching Assistant Co-ordinator, March 2022 -- 4 April 2024 (Best CSE Departmental Functionary)
Faculty Advisor: B.Tech. CSE 2022-2026 Batch, Aug. 2022 -- 4 Nov. 2024
Faculty Advisor: M.Tech. CSE 2023-2025 Batch, 24 April 2024 -- 18 Nov. 2024
Doctoral Committee / Internal member of the following PhD Students:
Akhilesh Kumar (2221EE30)
Raghvendra Kumar (221CS27)
Vaneet Kour (2221CS15)
Sudhir Kumar (2221CS14)
Susmita Palmal (2121CS34)
Sandeep Kumar (2121CS29)
Nelson Sharma (2121CS07)
Aswini Ghosh (2121CS02)
Priyanshu Priya (2021CS26)
Komal Gupta (2021CS16)
Aizan Zafar (1921CS17)
Gopendra Vikram Singh (1921CS15)
Divya Kumari (1921CS10)
Dushyant Singh Chauhan (1821CS17)
Deeksha Varshney (1821CS13)
Chanchal Suman (1821CS11)
Tanik Saikh (1821CS08)