Hammam Al Natsha
Engineering student at the Arab American University of Palestine. I build software, train models, and ship experiments.
About
BioAI and Robotics Engineering student at the Arab American University of Palestine, working in the middle ground between research and software engineering. Focus: Reinforcement Learning and local LLMs.
Work
Selected projectsAAUP Academic Planner — academic planning platform with prerequisites, progress tracking and RTL support.
Construction & Trades — offline-first work management for real-world crews.
RL-Scientist — a local LLM that proposes and evaluates its own reinforcement learning experiments.
Listing Lab — local-first AI for generating marketplace product listings.
AIMaze — Unity ML-Agents environment where a PPO agent learns to solve mazes.
Lab
SkillsLanguages — Python (primary), C++ (systems), JavaScript (web), SQL (data).
Frameworks — FastAPI (backend), Android (mobile), PostgreSQL (database), Unity (simulation).
AI / Data — Reinforcement Learning, Machine Learning, local LLMs via Ollama, data pipelines.
Other — REST API design, responsive web, Git workflow, Linux.
Contact
Get in touch
Have something
worth building?
Whether it is a small experiment, a research idea, or a full product — I would like to hear about it.