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majipa007/README.md
Sulav Kumar Shrestha
majipa007@github ----------------------------.
. OS: ............. Linux, Windows 11, Android
. Uptime: ............................ 4 years
. Host: ............................ Ascentium
. Kernel: ..................... AI/ML Engineer
. Location: ................... Chennai, India
. Shell: ................................. zsh
. Editor: ..................... Neovim, VSCode
.
. Lang.Programming: ............... Python, Go
. Lang.Markup: .............. HTML, YAML, JSON
. Lang.Human: ......... English, Nepali, Hindi
.
- Currently ---------------------------------.
. Focus: .................... LLM quantization
.                     inference infrastructure
. Goal: ........... making large models run on
.             machines that shouldn't fit them

Stack

Python Go PyTorch ONNX Docker Postgres Linux Neovim

Projects

featherquant
Out-of-core GGUF quantization under a hard memory budget. Quantize models larger than your RAM, with crash-safe resume and a live TUI.
inference-gateway-go
Production-style Go gateway for ML/LLM inference: admission control, request batching, scheduling, deadlines, observability.
LLM-Quantization-Lab
GGUF quantization experiments with automated benchmarks, reproducible scripts, and Hugging Face model releases.
Quantization-YOLOv8
A guide to quantizing YOLOv8 object detection models with ONNX.

Contact

Email LinkedIn Medium Discord Followers

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