projects
Selected projects spanning AI agents, research tooling, and computational fluid dynamics.
open-speech-serve
Serving speech models well is harder than running a single transcription. open-speech-serve is a toolkit for benchmarking Whisper across HF Transformers, faster-whisper, vLLM, SGLang, and TensorRT-LLM/Triton, with support for load testing, concurrent inference, and measuring streaming EOS-to-final latency.
LLM agent experiments
It’s sort of surreal to see an AI agent that decides to act on itself to reach some goals! I believe that it’s the most exciting avenue for large language models, to act as the brain of a system that has a set of tools at its disposal. I am going to experiment with this idea here.
Viresa
The deep learning revolution was attracting widespread attention, and I thought that many tasks for researchers can be done by AI. So I made a simple AI-powered assistant to do basic tasks for the people in science. This was way before (two years) ChatGPT era.
Flutter of a reconfiguring beam
I developed computational fluid dynamics code to investigate the nonlinear reconfiguration of a beam subjected to fluid flow. Further details, images, and analysis are available in my thesis.
1D piston-spring system
1D piston-spring system was one of my toy projects in my PhD days, inspired by super interesting work of Frederic J. Blom. I was trying to understand the interaction of two nonlinear systems.