François Huet

Collaboration with the exercise physiology laboratory to develop scientific dance training methodologies.

MAIN MISSIONS

- Development of digital tools for physiological tests (VMA)

- Translation of scientific concepts into usable interfaces

- Research protocols: correlation between musical BPM / heart rate zones

- Validation of training load calculation algorithms

TECHNICAL APPROACH

- Application of TRIMP (Training Impulse) principles to dance

- Adaptation of VMA tests for dance movements

- Integration of IoT sensor data for precise measurements

- Statistical analysis and data visualization

SKILLS DEVELOPED

- Understanding business needs (scientific research)

- Translation of academic requirements into software features

- Methodological rigor and documentation

- Communication with non-technical experts

This experience strengthens my ability to create complex business applications requiring specialized algorithms and scientific validation.

Mission to develop a modern showcase website and an online booking system for a local dance studio.

CLIENT CONTEXT

Dance studio looking to modernize its digital presence and automate class registration management. Need for a responsive, intuitive, and easy-to-maintain solution.

TECHNICAL ACHIEVEMENTS

- Complete overhaul of the showcase website in React + TypeScript

- Class booking system with interactive calendar

- Administration interface for planning and student management

- Online payment integration (Stripe)

- Analytics dashboard (attendance, revenue)

- Mobile-first responsive design (Tailwind CSS)

- SEO and performance optimization (load time <2s)

TECHNICAL STACK

- Frontend: React 18, TypeScript, Vite

- UI: Tailwind CSS, Radix UI components

- Backend: Supabase (auth, database, real-time)

- Payments: Stripe API

- Hosting: Vercel with automated CI/CD

CHALLENGES MET

- Real-time booking calendar with conflict management

- Simplified UX for non-technical users (older instructors)

- Data migration from old Excel system

- Client training on using the admin interface

MEASURABLE RESULTS

- +40% online registrations (vs. phone)

- Planning management time reduced by 70%

- Client satisfaction: interface described as "intuitive"

- 0 critical bugs post-deployment

Design and development of a complete sports training tracking web application, from the initial idea to the final product.

CONTEXT & OBJECTIVES

Application born from a real experienced need: optimizing dance training with adapted scientific tools. Collaboration with the University of Orléans' physiology laboratory to validate algorithms and methodologies.

TECHNICAL RESPONSIBILITIES

- Complete architecture React 18 + TypeScript (50+ components)

- Development of 23+ reusable custom hooks

- Integration of Web Bluetooth API for heart rate sensors

- Complex algorithms (TRIMP, EWMA, heart rate zones calculations)

- Supabase database with authentication and RLS

- Android mobile application via Capacitor

- Multi-device real-time synchronization

FEATURES DEVELOPED

- Interactive drag-and-drop calendar (DnD Kit)

- Audio-guided VMA tests with real-time monitoring

- Multi-brand Bluetooth connection (Polar, Garmin, Wahoo, etc.)

- Strava OAuth integration for activity import

- Analytics dashboard with visualizations (Recharts)

- PDF export and community sharing

- PWA with Service Workers

PERFORMANCE & QUALITY

- Optimized bundles: 43KB (86% reduction)

- 0 TypeScript errors in strict mode

- Unit tests Vitest + React Testing Library

- Build time: 6-7 seconds

- Quality score: 95%

SCIENTIFIC COLLABORATION

Partnership with the University of Orléans for:

- Scientific validation of physiological algorithms

- VMA test protocols adapted for dance

- Studies on training zones based on musical BPM

TECHNICAL STACK

React 18, TypeScript, Vite, Tailwind CSS, TanStack Query, Supabase, PostgreSQL, Capacitor, DnD Kit, Recharts, Web Bluetooth API, Service Workers

Relevant skills: React.js, TypeScript, Tailwind CSS, PostgreSQL, Supabase, Web APIs, Capacitor, Vitest