ml systems and optimizations :)
- Now · AI @ Rimo, Tokyo 🇯🇵. I build the production search stack serving 1M+ users, plus
rimo-cliand the Rimo MCP server, and I work on our in-house inference. - Building · vithos.in, consumer health records. On the Play Store soon.
A few small open source contributions along the way.
- NVIDIA Megatron-LM · #6586 and #5999: Fixed two issues: rotary base and RoPE scaling args were parsed but never passed to the VLM path, and both
TEActivationOpReGLU and ReLU branches incorrectly checked for SiLU, causing every case to fall through to ReLU; fixed both call sites and the activation mapping. - Unsloth · 300ドル bounty: Windows compatibility fix.
- Kaggle · Notebooks Expert.
Stack
| Languages | Python Go C++ |
| Training | PyTorch JAX TensorFlow Megatron-LM |
| Serving | vLLM Triton FastAPI gRPC |
| Infra | GCP AWS Docker |
| Data | PostgreSQL MongoDB Redis MLflow |
Hackathon wins
| Event | Project | Result |
|---|---|---|
| MLH HackByte 2.0 | AI Game Coach (Badminton) | 🥇 1st Prize |
| IIT Roorkee ThermaOracle | Temperature Prediction Ensemble | 🥇 1st Prize |
| IIT Indore AnalyticaX | Vaccination Prediction | 🥇 1st Prize |
| AI BioInnovate, IIT Jodhpur | MOSES Clustering Ensemble | 🥇 1st Prize |
| Convolve 4.0 | Local OCR Pipeline (IDFC First Bank) | 🥈 2nd Prize |
| Smart India Hackathon 2023 | 3D Chacha Chaudhary VoiceBot | 🏅 Finalist |