DesMind Labs
Where our next systems begin.
DesMind Labs is home to our research, experimental projects and collaborations. Much of it runs in public: try it, read it or fork it.
Focus areas
What we are exploring
Privacy-preserving AI
Models that learn from sensitive data without exposing it. This is the core of our PhD research.
Federated learning
Training across hospitals, sites and devices while raw data stays where it was created.
Responsible AI
Evaluation, governance and ethics designed into systems, not added after launch.
Conversational systems
Assistants that keep context, cite sources and hand over to a person when they should.
Large language models
Retrieval, fine-tuning, structured outputs and guardrails for dependable behaviour.
Digital health
AI for early detection and support in care, starting with perinatal mental health.
Live now
Systems you can use today
Every demo runs in production: assistants with citations, in-browser machine learning and interactive research walkthroughs.
Open the demo hub- DesbotCited RAG assistant over an indexed knowledge base
- Des Lab BotOpen-domain LLM assistant with file analysis
- Desbot BriefRule-based, knowledge-driven assistant
- Computer vision and NLP toolkitTensorFlow.js classification, sentiment and summarisation
- Federated learning walkthroughInteractive FedAvg, privacy and fusion simulations
Research
Published, peer-reviewed work
Research across AI for healthcare, power electronics and interdisciplinary life sciences. It shapes how we measure and document every system.
Read
AI-supported conversational agents for perinatal mental health: a scoping review
Preprint · OSFA five-level nested neutral point-clamped inverter topology
IET Power ElectronicsA single-phase, nine-level switched-capacitor-based inverter
Journal of Power ElectronicsStator winding chording in five-phase synchronous reluctance motors
Journal of Energy Systems
Open source
Code we share
MeetUp: developer connection platform
A social platform that connects developers with shared interests.
View codeNext.js AI chatbot
A full-stack AI chat application built with Next.js and TypeScript.
View codeGovernance review analysis code
Reproducible notebooks and data behind the conversational-agent governance review.
View codeResearch partner, pilot site or co-builder?
We welcome research collaborations, pilot deployments and joint projects, especially in digital health and privacy-preserving AI.