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tristanblt/README.md

Tristan Bouillot

Developer & endurance performance analyst.
I translate sports science into concrete tools and analyses — for athletes, coaches, and endurance brands.

Based in Grenoble, embedded in the trail running scene.
Trail and ultra-trail runner.

tblt.fr


What I work on

The intersection of software engineering and endurance performance science — a space that's underbuilt and underserved, especially in French.

My approach: read the peer-reviewed literature, implement it, publish the code, explain the method. No black boxes, no expert posturing.

Three principles that are non-negotiable:

  • Scientific rigour — every claim is sourced, peer-reviewed papers cited
  • Radical transparency — code, methods and data are public by default
  • Concrete utility — every analysis should inform a decision, not just look good

Projects

OpenAthlete — open source endurance training platform

AI-powered training platform for endurance athletes. Built as an alternative to TrainingPeaks / Nolio — open source, freemium, transparent algorithms. ~100 active testers. TypeScript end-to-end.

TypeScript Next.js open source endurance AI


tblt.fr — technical articles & analyses

Performance science articles for the endurance world. Grounded in research, reproductible in code.

Topics I cover:

  • Physiological modelling
  • Running economy & biomechanics
  • Race analysis
  • Open source tools

MDX Next.js Chart.js D3 TypeScript


Collaboration

I work with endurance brands, coaching teams, and sports media — translating data and science into usable outputs.

Not a coach. Not a researcher. A developer who reads the literature, tests the protocols, and builds the tools.

→ Contact via tblt.fr or LinkedIn

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  1. openathleteorg/openathlete openathleteorg/openathlete Public

    The open-source European alternative to TrainingPeaks. Self-hostable endurance training platform. Your data stays yours.

    TypeScript 86 23

  2. ecos ecos Public

    An Entity-Component-System based Operating System

    C++ 2

  3. neat4gym neat4gym Public

    Neuroevolution of augmenting topologies library with an agent for OpenAI gym

    C++ 1

  4. Unify Unify Public

    Unify is a Epitech Arcade project implementation

    C++ 2

  5. jamilettel/IndieStudio jamilettel/IndieStudio Public

    Indie studio Epitech project

    C++ 4

  6. Coreflat Coreflat Public

    The Epitech CoreWar project, with graphical interface, champion editor, and visualiser.

    C 5