Evidence-based AI coach for endurance training. Protocol-driven. Deterministic guidance for any LLM, with Intervals.icu integration.

Package for accessing historical and real-time NBA player injury data.

Based on NFL game data, we want to predict the success of a play. This can be used to insert different strategies before the play is called to determine the success probability.

An unofficial Python API wrapper for firstcycling.com

Tools like Strava Summit and Training Peaks are great but can be inflexible when analyzing data. Other tools like elevate exist but are part extension of strava summit part application. The goal of this project is to propose different tools for analysising endurance sports and create a standalone containerized tool.

University Project ( Class: Database and Human-Computer Interaction )

Transformando datos deportivos en insights tácticos. Desarrollo de visualizaciones avanzadas y flujos automatizados para el análisis de rendimiento de equipos y jugadores mediante IA y Python

Free, open-source sprint kinematic analysis — upload a video, get research-level biomechanics metrics. Built to bridge the resource gap for athletes in under-resourced parts of the world.

Professional Vertical Jump Analysis Tool.

GPX+DEM ski run segmentation and training load fusion (Polar HR).

CAVAPA: A tool for measuring physical activity of groups from video. Also, a tool in C# for easier manual/observational scoring of video

MacroCoach v2 — 科学健身/营养计划器（Streamlit）。按目标 %BW/周自动反推赤字，配合 PID 微调、EA 安全护栏与训练日碳水周期化；内置可视化报告，数据以 SQLite 持久化

Live Tracking Server

🔥 Advanced machine learning platform for accurate calorie burn prediction using comprehensive Kaggle fitness datasets. Features real-time predictions, professional analytics, and fitness industry integration capabilities.

This repository was created to showcase my skills and relevant Data Analysis / Sports Science projects

Bioinformatics-driven Premier League evolution analysis (2000-2022). Applying computational biology frameworks to football analytics - evolutionary patterns, tactical systems, and competitive ecosystem dynamics.

Biomechanical assessment of bilateral movement asymmetries using motion capture, inverse kinematics, and custom data processing pipelines. Complete workflow from Qualisys capture to OpenSim analysis.

HUBXAi Intelligence Labs Biomechanics Aware Intelligence Layer for Human Performance. AI coaching, recovery intelligence, biomechanics diagnostics, and adaptive performance systems built by FastFitHub.

Technical showcase production application demonstrating LLM integration, MCP pattern, RAG systems, and modern architecture.

Citation-grounded AI for athletes — performance nutrition, supplementation, recovery. RAG over USDA, NIH, CDC, WHO, and PubMed.