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10 followers · 7 following

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Highlights

  • Pro

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hoijunkim/README.md

Focus

  • PhD thesis - video + EMG auto-labeling for prosthetic-hand control  defense 2026
  • Edge inference - on-device models on Intel Lunar Lake NPU (OpenVINO)
  • fleet - one window to drive every research repo  Go + Svelte + TS

Tech Stack

Tool Used for How often
Python signal processing / ML MAIN
PyTorch deep learning daily
NumPy / Pandas data frames daily
OpenCV video / pose daily
Go desktop / CLI daily
Svelte + TS reactive UI daily
OpenVINO / NPU edge inference exploring
SCSS frontend occasional

also   scikit-learn  /  ONNX  /  Wails  /  C++  /  Vite  /  Node  /  Docker  /  Git  /  Linux  /  Bash  /  Conda


Projects

Project What it is
CH1 RNNsignal
RESEARCH		 Python - recurrent models over physiological / EMG time series. The signal-decoding core behind the prosthesis-control work.
CH2 SOD
RESEARCH		 Python - salient object detection, finding what matters in a frame. Feeds the video side of the video + EMG pipeline.
CH3 fleet
IN DEV		 Go + Svelte + TS - a Wails desktop control panel that drives many git repos from one window: launch, watch, and orchestrate work across projects. Not public yet.
CH4 Personal site
LIVE		 SCSS - hoijunkim.github.io

Pinned Loading

  1. fleet fleet Public

    Desktop dashboard for every git repo under your project roots - see what's dirty or behind, then fetch, commit, resolve conflicts and search across them from one window.

    Go 1

  2. shape shape Public

    Instant profiler + drift detector + JSON Schema export for structured data files (JSON/NDJSON/CSV/Parquet/SQLite). CLI-first, local, zero-setup.

    Go 1

  3. flip flip Public

    Automated screen-region capture: pick a region, flip through pages, export images or a PDF

    Go

  4. gifly gifly Public

    Turn a video or images into a GIF, WebP or APNG - trim, crop, speed, dither, platform presets, live size estimate, clipboard copy. Windows, Go + Wails, bundled FFmpeg.

    Go 2