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 Docker-first toolkit for benchmarking Whisper across HF Transformers, faster-whisper, vLLM, SGLang, and TensorRT-LLM/Triton — load tests, concurrency, and streaming latency (TTFS).
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
Navier–Stokes existence and smoothness is one of the Millennium Prize Problems with a US$1 million prize! Although I did not try to solve this problem (and probably you shouldn’t), I wrote a computational fluid dynamics code to simulate the nonlinear reconfiguration of a beam in the fluid flow. Some cool images and results are 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.