Garbage Collection
I keep old griefs in memory
long after their references die —
some part of me still marks them reachable,
afraid of the silence they’d free.
GenAI engineer shipping RAG pipelines, agents and the full‑stack products around them. After hours: ragas, ghazals and mountain roads.
Selected work
- 01 · Case study AuctionWire Reads the certificate on every graded card. 85→98%OCR accuracy
- 02 · Case study Saransh A meeting assistant that stays on the machine. Localby default
- 03 · Case study Nucleux UI building blocks for AI agents. 48components
- Cisco Outshift: Internet of CognitionMulti-agent proof of concept
- Bhutan Smart Driving TestReal-time computer vision
- PChatPHI/PII privacy layer · ~$100K/yr saved
- ComplyWiseCompliance automation · 80% less manual work
Experience
- 2025 — now
Senior Software Engineer
Intelligaia
- 2023 — 25
GenAI / Full-Stack Developer
Superfine Cyber Security
- 2021 — 23
Full-Stack Developer
Ryaz.io
- 2020 — 21
Web Developer
Freelance
B.Tech CSE, GNDEC Ludhiana · CGPA 8.8 / Class XII (PCM) 85.2% · Class X CGPA 10, Mahavir Public School, Sundernagar
Practice
Four years of putting language models into production, and owning everything around them.
RAG · Agents · LangGraph · QLoRA · Vision models · AWS Bedrock · Vertex AI · Azure OpenAI · Docker · Kubernetes · React · Next.js · Node · FastAPI · MongoDB · Kafka
Research
Life
Off the clock.
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Music
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Poetry
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Mountains
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Training
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Photography
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Race day
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Learning
Attention
The model weighs each word against the rest;
so do we, at midnight, replaying a sentence
someone said in passing — softmax over memory,
one moment scored above a thousand days.
Monsoon, Debugged
The rain arrives like a hotfix at 2 a.m. —
unplanned, loud, and somehow
exactly what the parched system needed.
Notes
- Good code and good brushwork share a rule: every stroke should look inevitable.
- A system diagram is a still life of pressure.
- The best abstractions, like the best poems, are judged by what they leave out.