Resume

Samiul Hossain

Fourth-year Software Engineering student at York University. I build full-stack apps and games, and spend my own time running open-weight models on local hardware, with a focus on efficient, sustainable inference.

[email protected] github.com/SamiulH25 samiulh25.com

Education

B.Sc. Software Engineering

2022 – present

York University · Toronto, ON

  • 4th year; coursework in data structures, algorithms, OOP, and software design
  • Independent study: local LLM inference, quantization, and energy-aware benchmarking

Projects & Experience

Independent Projects

2022 – present

github.com/SamiulH25

  • Built ttgod-scheduler, a TypeScript scheduling app with a Discord bot API, deployed with Docker on a self-managed Linux server.
  • Developing Cinderfall, a Godot grand-strategy game with real-time tactical combat, iterated over months of public commits.
  • Benchmark open-weight models (Llama, Mistral families) with Ollama and llama.cpp across quantization levels, comparing speed, quality, and energy draw.
  • Self-host this portfolio and other services behind nginx with Let's Encrypt TLS.

Skills

Languages

  • Python
  • TypeScript / JavaScript
  • GDScript
  • SQL
  • Bash

ML & Local AI

  • PyTorch
  • Ollama
  • llama.cpp
  • GGUF / ONNX quantization
  • Hugging Face

Web & Infra

  • Node.js
  • Docker
  • nginx
  • Linux
  • Git
  • Hugo

Interests