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jorgeflmendes/README.md

~/about

I'm finishing my MSc in Computer Science and Engineering at Instituto Superior Técnico. I enjoy building things I can test and explain, from distributed systems and security labs to machine learning experiments.

~/selected-work

Machine learning & AI

  • VASSAGO - temporal recommender evaluated on MovieLens-32M against matched baselines.
  • DuoMon - two agents coordinating moves in Pokémon Showdown battles.
  • Culinary Authorship Ensemble - recipe author classification using stacked NLP models.
  • Quintropy - Bayesian Wordle solver with a playable browser version (demo).

Systems & tools

  • DepChain - permissioned blockchain with Byzantine fault tolerant consensus and EVM execution.
  • OpenDraft - LaTeX editor that compiles and saves projects in the browser (demo).
  • OpenTales - local audio production engine with a timeline language and reproducible mixing.

Security & networks

$ ls ~/more-projects

~/toolkit

Java, Python, C++, C, Rust, TypeScript, React, Node.js, WebAssembly, Docker, Linux, Git, PostgreSQL, MongoDB, PyTorch, and scikit-learn

Pinned Loading

  1. depchain depchain Public

    Permissioned BFT blockchain with HotStuff-inspired consensus, authenticated links, EVM execution, and adversarial integration tests.

    Java 2

  2. quintropy quintropy Public

    Reproducible causal Bayesian Wordle solver with leakage-safe walk-forward evaluation and private in-browser inference.

    Python

  3. culinary-authorship-ensemble culinary-authorship-ensemble Public

    96.3% CV culinary authorship attribution using heterogeneous NLP models, stacking, calibration, and error analysis.

    Python