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eddii1/README.md

Eduard Tudoran

AI and fullstack engineer, based in Milan.

I build LLM systems that can be measured. Most teams shipping AI features change a prompt or swap a model and have no way to tell whether it improved or degraded, so I tend to build the evaluation layer alongside the pipeline rather than after it.

Previously founding engineer at MidFlow, an early-stage workflow-automation startup, where I built the document-understanding pipeline (multimodal extraction with schema-constrained decoding), the LLM evaluation and regression harness, and the cross-platform execution engine.

Now: building an agentic triage pipeline on LangGraph at FOREO.

Working with

Python TypeScript · LangGraph LangChain MCP Claude API PyTorch · FastAPI Node.js PostgreSQL / pgvector Docker

tudoranedi@gmail.com · LinkedIn

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  1. mcp-payment-delay mcp-payment-delay Public

    A scikit-learn model published to LLMs as MCP tools - an off-the-shelf chat client discovers and calls it with zero integration code.

    Python

  2. solar-ranking-ml solar-ranking-ml Public

    Computer Vision pipeline that segments rooftops from public aerial imagery and ranks them by solar potential. A boundary-aware 3 class U-Net separates touching roofs, then scores each building by a…

    Python

  3. smartbranch-prototype smartbranch-prototype Public

    A React map that ranks Bucharest neighborhoods by profit potential for a new bank branch - 1st place, Raiffeisen NEXXT Hackathon.

    JavaScript

  4. ml-sandbox-c ml-sandbox-c Public

    A small C++ ML framework where the abstract Model base class owns the train/test split - subclasses implement the algorithm and cannot leak the test set. LinearRegression and KNN over mlpack/Armadi…

    Makefile