Deep Learning & Optimization for Healthcare, NIT Patna, 2025.

AloT Hardware: Hands-on Design and Implementation with Embedded Programming, IIT Kharagpur and TCS iON, 2025.

Hands-on approach to AI for real-world applications, IIT Kharagpur and TCS iON, 2024. Generative AI, Oracle, 2024. Generative AI, DRDO & NIT Delhi, 2024.

Technical Session on Primary Aspects of Paper Writing, NIT Patna, 2023.

Brain Mapping and Artificial Intelligence (BMAD), IIT Delhi, 2023.

Brain, Computation, and Learning (BCL), IISc Bengaluru, 2023.

Certificate of appreciation on the occasion of IEEE Day Celebration, NIT Patna, 2023.

Artificial Intelligence for Healthcare Technology and Management, IIT Patna, 2022.

Deep Learning for Healthcare Management, IIT Patna, AIIMS Patna, & CDAC Patna, 2022. Medical Image Processing, MeitY, 2022.

Neuromorphic Analog Signal Processor (NASP), POLYN Technology, London, 2022.

Neuromorphic Computing, NTU Singapore, 2022. Deep Learning, NPTEL, 2022.

Machine Learning using Python, Apptronix Technologies, Noida, 2022.

Training on Image Processing using OpenCV Python, Finland Labs, New Delhi, 2021.

Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB, MeitY, 2021.

Deep Learning and Application (Parallel Architectures), MeitY, 2021.