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> systems.online | brew: cappuccino | location: /dev/india | status: shipping
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I build things that shouldn't work on paper — then make them work in production. Somewhere between a poet who romanticises loss functions and a plumber who fixes leaks in production at 3AM. Currently obsessed with:
brain: AI/ML systems
hands: Python, FastAPI, PyTorch
heart: open source
fuel: filter coffee, cold rain |
"The best model is the one that survives contact with real users. Everything else is a nicely plotted delusion."
| project | one-liner | stack | |
|---|---|---|---|
[1] |
AEGIS | An OS for hospitality that watches, listens, and calls for help before you can. | GenAI WebSockets GCP |
[2] |
HorizonByte | RAG built from first principles — no LangChain, no training wheels. | FastAPI FAISS Llama 3.3 |
[3] |
Disha Darshak | A career co-pilot for students who don't have one. Top 10 @ Google Cloud GenAI. | Next.js Gemini Firebase |
[ ai ] rag · vector search (faiss) · yolo · gnns · llm orchestration
[ code ] python · c/c++ · sql · a little js & ts when forced
[ infra] gcp · aws · sentry · firebase · docker · websockets · webrtc · mongodb · kaggle
[ note ] shipping models. sometimes benchmarking them.
[002] automation ~ selenium/mp cut manual processing by 95%. 4x throughput.
[001] mentor ~ samidha teaching kids who were told they couldn't.
$ echo "thanks for scrolling. now go build and execute something." && exit 0
>> crafted at 2am · powered by curiosity · no LLM was harmed in writing this bio <<<


