Invited Talks & Research Interests

1. DRDO RCI, Hyderabad, July 2018.
2. Anurag group of Institute, JNTU 26th June 2019.
3. AKCSIT, University of Calcutta, Kolkata 6th July 2018 (acted as SDK toolkit FPGA trainer).
4. Electronics and communication dept, Jadavpur University, Kolkata 2015.
5. Indian Navy, New Delhi, July 2018.
6. Refresher/Induction programme on machine learning and Pattern recognition 2020, College of engineering and Technology, Bambhori, Jalgaon.
7. Invited lectures and acted as an industry trainer at FDP (Faculty Development Programme) sponsored by AICTE, JNTUA college of Engineering, Ananthapuramu, Dept of Computer science and Engineering.
   • AI and enabling technologies for IoT (12-23 Oct, 17-28 Nov 2020)
   • Data Analytics and Machine Learning using R and Python (13 to 18th July, 03-08th Aug, 2020).
8. Workshop for Trustworthy and Energy-Efficient ML, University of Essex, 27th March 2024 (onsite).
9. "What new ideas in resilient hardware for safety and security-critical applications can make products’ security more innovative, diverse, and cost-effective to protect the UK’s most sensitive systems?”, Stratford, London, UK, 21st Feb 2024.

His research interests mainly include computer vision and signal processing algorithms, custom computing using FPGAs, embedded systems and HW/SW co-design, Artificial Intelligence, Scheduling algorithms and Hardware security at the edge.