AI/ML Researcher
Every problem computing can solve excites me! I focus on R&D of Intelligent Systems for societal
good, with particular emphasis on Human-Centered AI. My research investigates: How can we design secure and trustworthy Agentic Systems
systems that resist manipulation, minimize leakage, preserve privacy, maintain traceable
grounding, and serve diverse users fairly under uncertainty in learning systems, pedagogical decision-making and knowledge management? What evaluation benchmarks gauge
such agentic system trustworthiness under realistic, adversarial contexts?
Neurosymbolic Approach:
Investigate on Neurosymolic approaches in Agentic System for building adaptive, personalized, and impactful learning systems especially in Non-linear
language understanding and reasoning context.
In my free time, I build practical computing tools (PDFX - PDF Utility, SSTX - Speech to Text,
SocialE - Phishing Awareness System).
