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



