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JustFady/README.md

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Hi, I'm Fady.

Software engineer in Austin, TX. I write firmware by day and spend the rest of my time wiring language models into real systems: agents with tools, MCP servers, and LLM features that ship with evals and logging instead of demos. Gonzaga CS '26 with a software-security concentration.

Now: building mcp-serial, an MCP server that lets Claude open a serial console, tail firmware logs, and flash STM32/ESP32 boards safely. Open to select AI-integration and embedded projects → fadyyoussef.dev.

Selected work

Project What it is
mcp-serial MCP server: serial console, log tailing, gated STM32/ESP32 flashing (Python)
mcp-server-template Production-shaped MCP server starter: bearer auth, per-client rate limits, host allow-list, logging, tests, Docker, CI (Python)
inbox-triage Email triage with human approval: classify, draft in your voice, queue, log; offline evals (Python)
docpipe Document pipeline: classify, extract to a schema, validate with cross-field rules, route exceptions, per-field evals (Python)
Aegis LLM pre-commit guardrail that audits staged diffs and applies fixes (TypeScript)
kinetic-edge Local video-AI pipeline with YOLOv8 tracking, Docker-packaged (C++/Python)
OurPL-Lang A small language and tree-walking interpreter from scratch (Java)
orderbook-organism Market microstructure as a replayable pressure landscape (React)

Stack

Python · TypeScript · C/C++ · Java · STM32 / ESP32 / FreeRTOS · Model Context Protocol · Docker · AWS

Website · LinkedIn · itsfadyy02@gmail.com

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  1. Aegis Aegis Public

    AI-Powered DevSecOps CLI & local pre-commit guardrail.

    TypeScript

  2. docpipe docpipe Public

    Document pipeline that survives real PDFs: classify, extract to a schema, validate with cross-field rules, route exceptions, measure per-field precision

    Python

  3. inbox-triage inbox-triage Public

    Classify inbound email, draft replies in your voice, queue for human approval, log everything. Pluggable LLM, offline evals.

    Python

  4. kinetic-edge kinetic-edge Public

    Local Video AI Evaluation Pipeline — C++/Python YOLOv8 tracking with ZMQ IPC and kinetic anomaly detection

    Python

  5. mcp-serial mcp-serial Public

    MCP server: serial console, firmware log tailing, and safe STM32/ESP32 flashing for Claude and other AI assistants

    Python

  6. mcp-server-template mcp-server-template Public

    Production-shaped MCP server starter: bearer auth, per-client rate limits, host allow-list, structured logging, tests, Docker, CI

    Python