I work at the intersection of the human body, movement, and data. I turn signals from health, training, recovery and operations into clearer decisions for people and organizations.
Based in Riyadh 🇸🇦, working as a Personal Trainer and supporting the implementation, integration, and consistent delivery of physiotherapy services across three Optimo clubs (Armah Sports). Doctoral researcher in Physical Activity and Sport (PhD in progress, expected 2028). Founder of ADAPTY.
"I didn't leave physiotherapy to do technology. Physiotherapy is the reason the technology I build makes sense."
Full portfolio, case studies, and writing: victor-gomez-portfolio.vercel.app
Each name links to its full case study on the portfolio.
| Project | What it is | Links |
|---|---|---|
| ACL sEMG Robustness Research prototype · Live site · Kaggle |
Same signal, different method, different answer. A reproducible study of how processing choices change bilateral sEMG ratios after ACL reconstruction, with an interactive bilingual site, a synthetic signal lab and public Kaggle notebooks. | Live site · Code · Kaggle |
| Optimo Physio Platform In production · Internal operations tool |
From a separate Excel sheet per club to one integrated system for bookings, follow-up, clinical documentation and reporting across three fitness clubs. | Private code |
| Gym Digital Twin Functional prototype · Model under evaluation |
Analysis of member frequency, behavioral churn risk, retention signals and business scenarios. Findings remain under observation; operational values stay private. | Private code |
| Spine Diagnostic Live MVP · Evidence-based screening |
A bilingual MVP connecting back-risk screening with explainable summaries and recommendations. Its spine-age visualization is educational. | Live site · Code |
| Project | What it is | Links |
|---|---|---|
| Wearable Exercise Physiology Research prototype · Live site · Kaggle |
What a wrist wearable really sees during stress, aerobic cycling and sprints: outcome-blind signal quality, participant-level statistics and machine learning tested on unseen people, with an interactive site and a public Kaggle notebook. | Live site · Code · Kaggle |
| Class Capacity Lab Research prototype · Live site · Kaggle |
Booked vs. realized attendance in group classes: tenure-adjusted comparisons, an interactive bilingual dashboard and a literature-backed research agenda. | Live site · Code · Kaggle |
| ADAPTY Body Composition MVP · Synthetic demonstration data |
Track body-composition changes against individual goals and generate reports for coaches and clients. Public MVP with synthetic data. | Code |
| Physio Academy LMS Functional prototype · Education demo |
Structured education, lessons, evaluations and completion tracking across teams. Functional prototype with fictional demo data. | Code |
| PhysioFlow MVP · Human-supervised research workflow |
A six-agent workflow supporting literature search and evidence synthesis, with expert human review required. | Code |
| ADAPTY Active startup · Customer discovery |
An adaptive health startup in customer discovery through Misk Launchpad, with a manual pilot planned. | adapty.global |
| Radar 30X Live MVP · Social media research |
An AI-assisted social media growth tool that gathers public topic signals, ranks them with explicit code-based weights and drafts audience-specific content ideas. | Live site · Code |
Fourteen years across fitness, training, education and operations, complemented by physiotherapy, applied data and AI. I build human-supervised tools where domain knowledge, clinical reasoning and engineering need to work together.
I use AI-assisted software development to translate clinical and operational knowledge into functional prototypes.
AI / LLMs
Research and analysis
Product development tools
Data
Deploy
- PhD in Physical Activity and Sport, UNINI Mexico / FUNIBER (in progress, 2025 to 2028)
- Master of Continuing Education in Data Science and Complex Data Analysis, UCAM, Spain (60 ECTS)
- MSc Sports Rehabilitation and Training, EUNEIZ, Spain (90 ECTS)
- AI for Medicine Professional Certificate, plus RAG and Agentic AI, DeepLearning.AI
- Healthcare Management and Finance, University of Michigan
- Les Mills International Master Trainer and Presenter for Latin America
Full list of degrees and certifications on my portfolio.
Living notes on the body, movement, data, and AI. Working knowledge, written as I study and build. A second brain, made public: The Lab
- 🌐 Portfolio: victor-gomez-portfolio.vercel.app
- 📊 Kaggle: kaggle.com/vctorandrsgmezlpez
- 🚀 ADAPTY: adapty.global
- 💼 LinkedIn: linkedin.com/in/victorgomezadapty
- 📧 victor.gomez9518@gmail.com
- 📍 Riyadh, Saudi Arabia
Some repositories here are private. Pinned cards show stack and description, and access is available for reviewers on request.