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Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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jeremy341/README.md
Monochrome Windows PowerShell profile for Jeremy Darko, with commands and output for focus, selected projects, and TorchVK research

Focus

ML Systems / Computer Engineering; Embedded Systems / Hardware–Software Integration; GPU Computing / Vulkan / PyTorch Systems. Supporting work spans Computer Vision, Full-stack, and AI Agents.

Selected work

  • MIRA: 90.6% and 90.58% mAP50 on the 415-image validation split; these are validation results, not real-world sorting accuracy. The independent 1,375-image test split was not evaluated.
  • FluidicStudio: core software workflows implemented; pump-driver detection is experimental.
  • ESP32-S3 Alarm Clock: basic serial testing is documented; full-board bring-up is not.
  • Poorup: authoritative Node.js/Socket.IO multiplayer server with reconnect recovery, automated tests and CI.

Current research

TorchVK is early research; it does not yet provide a complete PyTorch backend.

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  1. MIRA-AI MIRA-AI Public

    Reproducible waste-detection pipeline with YOLO11n, live inference, evaluation tooling and ONNX/TFLite export.

    Python 12

  2. Poorup Poorup Public

    Real-time multiplayer board game with an authoritative Node.js/Socket.IO server, reconnect recovery, automated tests and CI.

    JavaScript 5 1

  3. esp32-alarm-clock esp32-alarm-clock Public

    ESP32 based radio-controlled alarm clock with TFT display and custom UI using a Customade software

    C++ 1

  4. TorchVK TorchVK Public