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Building models, and building myself.
💭
Building models, and building myself.

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Yafai01/README.md

Hi, I'm Yafai

AI/ML student building intelligent machines — robotics, computer vision, embedded AI and local LLMs. I like turning ideas into working systems, from model tooling and research baselines to hardware dashboards and interactive learning tools.

LinkedIn GitHub

Featured projects

Project What it is Stack
model-surgery · live Laptop-first workbench to inspect, visualize, estimate memory for, and safely quantize local LLM/SLM models (GGUF, safetensors, llama.cpp) FastAPI · React · Three.js
telangana-crop-intelligence Reproducible historical baselines for district-level crop yield in Telangana, with fixed- and rolling-origin time-based evaluation Python · time series
IR_Hackathon Thermal infrared satellite image super-resolution (SRResNet) and colorization (U-Net) PyTorch · Gradio
register-lab · live Learn x86-64 assembly with an animated in-browser CPU simulator JavaScript
live-hardware-debugger · live Browser-based serial monitor and telemetry dashboard for Arduino/ESP32 over the Web Serial API React · Chart.js
ML-Visualizer · live Interactive visualizers for regression, K-Means, neural nets, decision trees, SVM and PCA React · Chart.js
YAFAI_HELPER Windows control and monitoring utility for the ASUS TUF F15: thermals, fans, GPU, battery, display C# · .NET · WPF
pi-100-million · live Browse, search and explore the first 100 million digits of pi JavaScript

Focus areas

  • AI / ML & computer vision — model tooling, satellite imagery, reproducible evaluation
  • Local & edge AI — quantized LLMs on laptops, Jetson and microcontroller-class hardware
  • Robotics & embedded systems — serial telemetry, firmware, hardware control
  • Developer & learning tools — interactive simulators and visualizers

Tech stack

Languages: Python · C · C++ · C# · JavaScript · TypeScript
AI / ML: PyTorch · TensorFlow · OpenCV · scikit-learn · Hugging Face · llama.cpp · Ollama
Robotics / Edge: ROS 2 · NVIDIA Jetson · Raspberry Pi · Arduino · ESP32 · Linux
Web & tools: React · Next.js · FastAPI · Node.js · Docker · Git

GitHub stats

GitHub statistics for Yafai01 Top languages used by Yafai01

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