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madara88645/README.md

Hi, I'm Mehmet 👋

AI & Data Science undergraduate at Bournemouth University, building AI-powered developer tools and agentic systems. I ship small, focused products end-to-end — and increasingly build them with AI agents, not just for them.

🏅 3x AWS Certified (Solutions Architect – Associate) · ✍️ I write about AI on Medium

🚀 Products

Project What it is Try it
Compiler Turns vague requests into structured prompts, execution plans, and policy-aware workflows — with PR merge-safety checks and MCP tool exports. Offline-first, provider-agnostic. prcompiler.com
VibeGraph Turn any Python codebase into an interactive call graph with AI-powered explanations — upload, explore, learn. vibegraph.dev
CogniGraph Natural-language scenario → LLM classification → Brian2 spiking neural network → real-time 3D brain visualization. Educational, not medical. Live demo
NeurIQ AI-powered personalized learning platform for students — adaptive quizzes, study maps, cognitive analytics. In private beta. Landing

🤖 Built by AI agents (supervised by me)

Project The experiment
agy-understudy A live cockpit for coding agents you delegate to Google Antigravity — watch cheap models do grunt work, in plain language. npx agy-understudy
ctx Zero-dependency "where was I" CLI — snapshot a working directory, resume later with a diff. Built end-to-end by delegated agents, watched live through Understudy.

🔬 ML & research experiments

🧭 How I work

Small, scoped, reversible changes · tests before merge · AI agents for leverage, humans for judgment.

Pinned Loading

  1. Compiler Compiler Public

    Turns vague requests into structured prompts, execution plans, and policy-aware workflows — with readiness verdicts, PR merge-safety checks, agent packs, and MCP tool exports. Offline-first, determ…

    Python 26 1

  2. entangled-ai-learners entangled-ai-learners Public

    Entangled AI: neural networks learning from each other without sharing data (Medium article + Colab).

    Jupyter Notebook

  3. VibeGraph VibeGraph Public

    Turn any Python codebase into an interactive call graph with AI-powered explanations — upload, explore, and learn.

    Python 5

  4. Cognigraph Cognigraph Public

    Educational web demo: natural-language scenarios → LLM brain/ neuromodulator classification → Brian2 SNN → 3D brain visualization. Not medical software.

    Python 3

  5. agy-understudy agy-understudy Public

    A live cockpit for the AI coding agents you delegate to Google Antigravity (agy/Gemini). Offload grunt work to a cheap model, watch it work in plain language, and save your premium model budget. Ze…

    JavaScript

  6. ctx ctx Public

    A zero-dependency "where was I" CLI — snapshot your working directory and resume it later. Built end to end by delegated AI agents, watched live through Understudy.

    JavaScript