Current focus
The work is moving from individual prototypes toward clearer product paths: clinical reasoning tools, evidence workflows, learning formats, and healthcare-facing websites that can be tested, explained, and improved in the open.
Work
This is a mix of products, tools, and systems. Some are live. Some are still being shaped.
Project 1
Built around clinical reasoning in physiotherapy.
The aim is to reduce unnecessary steps in care and make decisions clearer.
View PT-CHARLIEPT-CHARLIE map
Project 2
Clinical evidence platform for PubMed search, PICO extraction, trust scoring, research synthesis, and podcast generation.
Less searching. More structure. More confidence in what the evidence is actually saying, with the reasoning still visible.
View projectAsk a clinical question, inspect PICO completeness, review trust signals, and move toward a scored clinical answer without the usual tab sprawl.
Project 3
Voice-guided home support for dementia care, shaped around routines, familiarity, and caregiver reassurance.
A calmer prototype for daily routines, memory cues, and support at home. Important: this is a prototype, not a medical product.
View projectBuilt to explore how voice, memory prompts, and caregiver visibility can support longer independent living at home.
Project 4
A Dutch interdisciplinary rehabilitation AI consortium, focused on structured information about human functioning.
My contribution focused on the website and selected product-facing exploration around the public layer. It is included here as a collaboration, not as a founder-led Avivly product.
View projectRelevant because it sits close to evidence-based rehabilitation, clinical language, and responsible AI, while still clearly belonging to a broader consortium context.
Other work
Voice concepts. Care support ideas. Evidence formats. Creative experiments. Some stay. Some don’t.
A Gemini CLI extension for PubMed search, PICO structure, evidence synthesis, reference verification, and inspectable research trails.
View NagomiEvidence-backed physiotherapy microcast. One paper, one clinical shift, with a Base44 production workflow behind the scenes.
View Practice ShiftA playful Base44 music experiment that shows the creative side of building with generative tools. Bring your own Gemini API key to try it.
Open DJ appA replayable multi-agent clinical reasoning demo that shows challenges, responses, artifacts, and safety review.
View CRISP LiveA multiplayer physiotherapy learning game with host screen, phone controller mode, curriculum decks, live scoring, and classroom energy.
View PhysioQuest LiveVoice and care-support exploration around guided interactions and simpler communication.
Smaller support-oriented concepts for communication, recovery, and home-facing care experiences.
The work is moving from individual prototypes toward clearer product paths: clinical reasoning tools, evidence workflows, learning formats, and healthcare-facing websites that can be tested, explained, and improved in the open.