Mhamed Halhoul

Projects Selected systems

Working software, with the edges left visible.

These project notes focus on what each repository demonstrates today. Prototype scope, missing pieces, and safety boundaries are part of the story—not footnotes.

01Technical demo

Real-time voice AI

Talk-to-Agent

A browser-to-Python-to-Gemini Live audio path using FastAPI, FastRTC/WebRTC, asynchronous streaming, and browser media APIs.

  • Python
  • FastAPI
  • WebRTC
  • JavaScript
Open case file
02Pre-alpha

Auditable rules-as-code

Hujja

A Python project for Shariah stock-screening rules with versioned definitions, schema validation, explicit review status, and an evidence-oriented output model.

  • Python
  • JSON Schema
  • Rules
  • Validation
Open case file

Note Curation

Deliberately small.

This portfolio documents two selected repositories in depth. It does not use repository counts, activity metrics, or broad claims as a substitute for explaining the actual work.