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asmit383/README.md

👋 Hi, I’m Asmit Roy

Typing SVG



I build things — mostly AI/ML systems and performance-critical backend services. My work is in LLM inference optimization, AI infrastructure, and browser automation / anti-detection. If it's data-driven, automation-heavy, or performance-critical, I'm building it



Some things I am trying to be better at 🔧

-Building stronger focus and productivity habits to level up my work quality.


I have knowledge in these languages and tools 🧠

Python

PyTorch

TensorFlow

JavaScript

TypeScript

Node.js

React

Next.js

C++

CUDA



Snake animation

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  1. hydrahydraPublic

    A stealth-automation primitive on Camoufox: auto-discovers a site's internal API and self-heals when detection breaks — usable by anyone automating the web.

    Python

  2. flintflintPublic

    A from-scratch int4 decode megakernel for Granite-4.1 — and the measured finding that batch-1 on H100 is latency-bound, not bandwidth-bound.

    Python

  3. leankvleankvPublic

    Stacking activation sparsity and KV cache quantization for LLM inference throughput without precision loss(Maximising concurrent Rq)

    Python

  4. LLM-DocLLM-DocPublic

    Layer-wise debugger for quantized LLMs: is it broken, where, why, and how to fix it.

    Python 2 1

  5. ProspectorProspectorPublic

    Automated job prospecting pipeline — stealth scraping, LLM-powered fit scoring & outreach drafting, decision-maker discovery, Discord delivery. Human-in-the-loop.

    Python

  6. aeonmindai/runcrate-pyaeonmindai/runcrate-pyPublic

    Official Python SDK for Runcrate — manage GPU instances and run model inference

    Python 1