- ๐ Final-year Computer Science student @ IKGPTU, Punjab (Class of 2027) ยท Ex-Navodayan
- ๐ข Automation Intern @ Smartivity Labs (JunโAug 2026) โ built a Slack-integrated project platform used by 100+ designers & managers across 200+ projects
- ๐ ๏ธ Currently building: JanDrishti (govt transparency platform) & LocalMind (local LLM recommender)
- ๐ฆ Published 3 packages on PyPI:
saferun-ai,localmind-ai,hack-evm - โ๏ธ Writing about AI systems, MLOps & research culture on Medium
- โก Fun fact: trained a 4.2M-parameter multilingual GPT from scratch on a GTX 1650 4GB
100+ PRs opened ยท 40+ merged ยท 30+ organizations
Hugging Face ยท CHAOSS/Augur ยท Moss ยท shap ยท pandas ยท sunpy ยท sktime ยท skrub ยท CPython ยท browser-use ยท evo ยท surya ยท OpenLibrary โฆ
โณ Built Bharat Benefits, a voice-first RAG agent (STT โ Retrieval โ LLM โ TTS) merged into Moss
| Project | What it does | |
|---|---|---|
| ๐๏ธ | JanDrishti | Government transparency platform โ budgets, expenditure vs budget, CAG findings, live PIB feed, all states & UTs |
| ๐ง | LocalMind | Scans your hardware and recommends local LLMs that actually fit โ pip install localmind-ai |
| ๐ก๏ธ | SafeRun AI | Docker sandbox + AST scanner for securely executing untrusted AI-generated Python โ pip install saferun-ai |
| ๐ฃ๏ธ | Trimurti-LM | 4.2M-parameter multilingual (EN/HI/PA) GPT trained from scratch ยท perplexity 3.32 |
| ๐ฎ๐ณ | Bharat Benefits | Voice-first agent for Indian welfare scheme discovery โ merged into Moss |
| ๐ | ML Drift Monitor | MLOps concept-drift detection โ FastAPI, dashboards, Discord alerts, CI/CD |



