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tacio (Tacio Medeiros) · GitHub

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  • São Paulo
  • 22:20 (UTC -03:00)
  • @tacio

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tacio/README.md

Tacio Medeiros

I build practical and experimental software across data, AI, and systems. From neuro-symbolic reasoning engines and acoustic protocols to small tools that explore unusual interfaces.

Core stack: Python · Rust · Mojo · SQL
Focus: Data engineering · Machine learning · Neuro-symbolic AI · Systems experiments

Selected work

  • Esper — a bare-metal neuro-symbolic reasoning engine in Mojo exploring Nested Learning, evolution strategies, and held-out evaluation on ARC-AGI 2.
  • ByteWaves — a tested Python acoustic modem with MFSK modulation, Reed–Solomon error correction, adaptive equalization, and CI.
  • Amountomatic — an early-stage HCI research project for comparing monetary input methods, currently built around a token-tally prototype and documented experimental design.
  • Joyboard — a published Python tool that turns a game controller into a compact, chord-inspired keyboard interface.
  • Comma Sequence — a Rust implementation of the integer sequence OEIS A121805.

Connect

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  1. esper esper Public

    Bare-metal neuro-symbolic reasoning engine in Mojo exploring Nested Learning, evolution strategies, ARC-AGI, and beyond

    Mojo 2

  2. bytewaves bytewaves Public

    Python acoustic modem using MFSK, Reed–Solomon error correction, adaptive equalization, and comprehensive testing.

    Python 1

  3. amountomatic amountomatic Public

    Experimental arena for studying monetary amount-entry interfaces through accuracy, speed, and learning.

    HTML

  4. joyboard joyboard Public

    Python prototype for chord-inspired text entry using a game controller.

    Python

  5. comma_seq comma_seq Public

    Rust implementation of the Comma Sequence, OEIS A121805.

    Rust

  6. truchex truchex Public

    Interactive Truchet-tile study on a hexagonal grid, exploring generative geometry and computational art.

    HTML

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