Delivered a guest expert lecture at ATAL online six-day Faculty Development Program (FDP) on "Power-Efficient VLSI-Based Hardware Accelerators in High-Performance Computing (HPC)" on January 23, 2025, sponsored by AICTE and organized by the Department of EEE, BITS Pilani Hyderabad campus, India.
Delivered a guest expert lecture at the FDP on Recent innovations in AI \& Biomedical systems (organized with the support of E & ICT Academy, IIT Roorkee) on 21 January 2025.
Expert Speaker for the Workshop on Signal Processing and Machine Learning Techniques for Medical Applications, 18-22 June 2024, IIT Indore.
Resource person for Online Guest Lecture titled "Eigen domain deep representation learning and fourth order tensor domain machine learning for 12-lead ECG data analysis " organized by Department of Embedded Technology, School of Electronics Engineering (SENSE), Vellore Institute of Technology, Vellore, 2023.
Panel Member at the International webinar on "Cutting-edge applications of magnetic resonance imaging in neurology", 2023
Guest speaker at the 2nd One-Week International Workshop on Signal Processing Using Machine Learning: Applications & Hands-On, Vellore Institute of Technology, Andhra Pradesh (01/9/2022).
Session chair at International Conference TRIBES - 2021, IIIT Naya Raipur (Topic-Machine Learning)
Guest speaker at the ATAL sponsored FDP on Internet of Things: Revolutionary Impact on Pharmaceutical Education and Industry (21-25 September, 2021), A.U. College of Pharmaceutical Sciences, Andhra University Visakhapatnam, India.
Guest speaker at the ATAL sponsored FDP on Artificial Intelligence for Speech and Bio-Signal Processing (20-24 September, 2021), IIIT Dharwad, Karnataka, India.
Session chair at IEEE ICIIS 2020, IIT Ropar (Topic-Machine Learning).
Delivered a talk on "Empirical wavelet transform and its biomedical applications at TEQIP-III sponsored Short Term Training Program on “Emerging Trends in Speech & Biomedical Signal Processing” from September 23 to September 27, 2020 at SVNIT Surat, India (Virtual mode).
Attended TEQIP workshop on "Information and communication technology in Healthcare" at IIT Guwahati, India in March 2015.
Attended the workshop on "Graphical System Design Approach for Research in Power Systems, Power Electronics, and Signal Processing" at IIT Guwahati in Sept. 2014.
Attended Workshop on "Image and Speech Processing" at IIT Guwahati in Dec. 2013.
Attended Workshop on "Embedded system design using LABVIEW and Biosensors" at NIT, Rourkela, India in Feb. 2013.