JHM LEE LABS

Independent applied-AI lab / studio

Useful intelligence,
built with care.

Applied AI for biology, vision, and intelligent systems.

JHM Lee Labs is the home for focused experiments and open tools by Jin-Ho Lee — grounded in reproducibility, honest boundaries, and practical utility.

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Flagship projects

Two primary products,
clearly scoped.

01Chrome extension · CV

Badminton Vision

Local-first YouTube badminton video analysis and labeling.

  • Live rally timeline and lightweight stats as a non-blocking overlay on YouTube.
  • Local body-pose inference from bundled models (no cloud inference); shuttle tracking via a local heuristic, with racket detection on the roadmap.
  • Optional four-corner court calibration for court-relative IN/OUT line checks.
  • Keyboard-first manual labeling (11 shot classes) with CSV export.

Automatic analysis is a suggestion layer — manual labels stay first-class records.

View the project
02Open source · MIT

Splice Neoepitope Pipeline

A reproducible Snakemake workflow for predicting cancer neoepitopes arising from alternative splicing.

  • Finds tumor-specific splice junctions in RNA-seq and filters them against matched normal tissue.
  • Translates junction-spanning peptides and predicts MHC class I presentation (MHCflurry 2.x).
  • Patient-specific HLA typing (OptiType) and per-junction origin reporting.
  • Optional TCRdock structural validation (AlphaFold v2) with an interactive Mol* 3D report.

Predicted candidates only — no experimental validation, clinical use, therapeutic claim, publication, or patent claim.

View the pipeline

The person behind the work

Built by
Jin-Ho Lee.

Jin-Ho Lee is a founder-led independent builder with an M.Sc. in Molecular Biotechnology and experience spanning computational biology and production data / ML engineering.

JHM Lee Labs brings those threads together: open projects, careful experiments, and tools that make technical work more reproducible.

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Working principle

“Make the boundary
part of the interface.”

Contact

Get in touch.

For professional inquiries, reach Jin-Ho directly.

jin-ho.lee@jhmlee.com