Delivers advanced lectures and seminars to undergraduate and postgraduate students across Machine Learning, Network Security, and Deep Learning, fostering deep technical understanding.
Mentors over 50 UG/PG students, guiding technical paper presentations, research projects, and secured NPTEL 'Top Performing Mentor' recognition (July-Dec 2025).
Designs and implements effective assessment strategies, leading to enhanced student performance and improved academic outcomes.
Leads significant administrative roles including NBA & NAAC Accreditation, Placement Co-Ordinator, and Organizing Secretary for multiple national conferences and symposia (CETCSE-2K17 to Tech Samprathi-2K26).
Organizes and coordinates high-impact workshops, including 'Cyber Skill Accelerator' (Jan 2026) and 'Cybersecurity with Ethical Hacking' (Nov 2025), enhancing practical skills for hundreds of students.