Final-year CS student at SRM Institute of Technology. I work on continual learning and self-supervised learning — specifically, how models can keep learning without forgetting and without human supervision.
- PPCL — Plasticity-Preserving Continual Learning. Spectral methods to detect and prevent representation collapse in continual SSL. Targeting NeurIPS 2026. → repo
- ACE — Adaptive Confidence-Based Encoder Freezing. 55% forgetting reduction, no replay buffers. First-author oral at IEEE CCWC 2026. → repo
- Emoji Sentiment Analysis — SSL-based sentiment model, 86.18% accuracy. IEEE CONECCT 2025. → repo
- Research Intern, Samsung Research Institute Bangalore (Jan–Jun 2025)
- OTIS++ — Edge-AI occupancy detection on Raspberry Pi. AIoT Project Expo 2024 winner, ₹80,000 Dean's funding.