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jackmis610/README.md

Jack Mislinski

Software engineer and founder of Aevox, AI analytics for metabolic testing deployed in five labs. I build AI software end to end and work forward-deployed: the first sales call, each lab's raw exports as they actually arrive, and the fix that ships the same week. Exercise physiologist (MSc Applied Physiology, UCCS), NYU Computer Science, three years building analytics and trading credit at Barclays.

Aevox's code is private. How it's built: How Aevox reads a metabolic test covers ingest under physics checks, a deterministic threshold engine, a bounded model read, and a physiologist who confirms.

Public here

  • motrpac-redox: multi-omics analysis (R and Python) of the MoTrPAC endurance-training dataset, behind a manuscript in preparation
  • wearable-validity-atlas: computed validity grades for consumer-wearable claims, from the independent literature (live)
  • longevity-biomarker-heatmap: 135 biomarkers, 519 citation-backed evidence cells (live)
  • bioML: metabolic prediction from wearable signals on a synthetic cohort
  • podex: a local-first daily audio briefing from an X feed (Claude + ElevenLabs)

Also: Parsel, a voice digital biomarker for Parkinson's, winning entry at the Healthcare × AI NYC Hackathon 2026.

Resume · jackmislinski.com · LinkedIn · X

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  1. bioML bioML Public

    Physiology-grounded ML for wearable-to-metabolic prediction (VO2, RER, substrate oxidation from PPG HR, power meter, CGM). Synthetic-data scaffold with LightGBM multitask model. Designed for real-C…

    Python

  2. longevity-biomarker-heatmap longevity-biomarker-heatmap Public

    135 longevity biomarkers mapped to mortality, CVD, dementia and frailty: 519 citation-backed evidence cells in one heat map.

    HTML

  3. motrpac-redox motrpac-redox Public

    Multi-omics analysis (R and Python) of the MoTrPAC endurance-training dataset: redox buffering vs. mitochondrial oxidative capacity across 19 tissues and 5 omic layers. Manuscript in preparation.

    R

  4. podex podex Public

    Local-first AI podcast from your X feed — personalized daily briefing powered by Claude + ElevenLabs

    Python

  5. wearable-validity-atlas wearable-validity-atlas Public

    An auditable, living reference for how accurate consumer wearables actually are — computed validity grades from the independent literature.

    Python

  6. gokulnpc/parsel gokulnpc/parsel Public

    TypeScript