Physiotherapy & rehabilitation Live MVP · Evidence-based screening
Spine Diagnostic
A bilingual MVP connecting back-risk screening with explainable summaries and recommendations. Its spine-age visualization is educational.
Explore the case →Projects
Explore projects by area: rehabilitation, personal health, fitness operations, clinical AI, education and growth. Tools, research and MVPs with explicit scope and public links.
Explore by area.
11 projects, grouped by their main purpose. Each appears once; methods and technologies connect the areas.
Physiotherapy & rehabilitation
Screening, movement and measurement questions grounded in rehabilitation.
★ Featured research Physiotherapy & rehabilitation Research prototype · Live site · Kaggle
ACL sEMG Robustness
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.
Training & personal health
Individual goals, repeated measurements and adaptive health products.
Training & personal health Active startup · Customer discovery
ADAPTY
An adaptive health startup in customer discovery through Misk Launchpad, with a manual pilot planned.
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Training & personal health MVP · Synthetic demonstration data
ADAPTY Body Composition
Track body-composition changes against individual goals and generate reports for coaches and clients. Public MVP with synthetic data.
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Training & personal health Research prototype · Live site · Kaggle
Wearable Exercise Physiology
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.
Explore the case →Fitness operations & business
Service coordination, attendance, retention signals and business decisions.
Fitness operations & business In production · Internal operations tool
Optimo Physio Platform
From a separate Excel sheet per club to one integrated system for bookings, follow-up, clinical documentation and reporting across three fitness clubs.
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Fitness operations & business Functional prototype · Model under evaluation
Gym Digital Twin
Analysis of member frequency, behavioral churn risk, retention signals and business scenarios. Findings remain under observation; operational values stay private.
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Fitness operations & business Research prototype · Live site
Class Capacity Lab
Booked vs. realized attendance in group classes: tenure-adjusted comparisons, an interactive bilingual dashboard and a literature-backed research agenda.
Explore the case →Clinical AI & research
Human-supervised tools for working with clinical evidence.
Clinical AI & research MVP · Human-supervised research workflow
PhysioFlow
A six-agent workflow supporting literature search and evidence synthesis, with expert human review required.
Explore the case →Education
Internal academies, team learning and professional development.
Education Functional prototype · Education demo
Physio Academy LMS
Structured education, lessons, evaluations and completion tracking across teams. Functional prototype with fictional demo data.
Explore the case →Growth
Social media signals, audience research and content experiments.
Growth Live MVP · Social media research
Radar 30X
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. It connects audience research, trend analysis and content creation, with configurable topics such as AI and fitness.
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