One Spiking Model, Four Frameworks
A bridge between general neuromorphic frameworks and hardware-specific ones, plus a harness that measures what a port actually costs.
Selected work
Projects
Research from TCS Research, MIDAS Lab and IIIT Delhi. Each one includes what my part actually was, and what did not work.
Research projects
Knowledge-Augmented LLMs for Intent-Based Summarization
Steering healthcare summaries towards a requested perspective, using classifier guidance and an energy term over adapters and prefix tuning.
Reinforcement Learning over Knowledge Graphs
An agent that walks a knowledge graph to answer a query. 95.10 AUC-PR on Countries-S3, the hardest split of the three.
Accident Detection from Video Streams
Two pipelines built deliberately against each other: a trajectory tracker and a vision-language model. Neither one was enough.
Real-Time Attribute Recognition for Indian Street Scenes
arXiv:2407.03305
Person attribute recognition retuned for Indian pedestrians and put behind a detector cascade so it could keep up with a live camera.
Pulse of the Crowd
IEEE MIPR 2024, pp. 308–314
Measuring the energy of a crowd from what it looks like and what it sounds like. Published at IEEE MIPR 2024; I built the audio half.
More on GitHub
Smaller experiments, coursework and tooling live in my repositories.