Vibe Scanner
Open sourceA read-only security scanner for Next.js and Supabase repositories and live websites, with terminal, JSON, CI, and MCP output.
PythonNext.jsSupabaseCIMCP
Public repositoryProof
Projects with clear proof.
Open the work, see my role, and check what is shipped, built, or still a prototype.
AI tools & searchHealthcare systemsReal-time operationsPeople stay in control
Selected work
Shipped and built work.
Each project shows my role, its status, and the result before the longer notes.
01 · Real-Time OperationsShipped
Logistics operations connected through a real-time mobile app
CST Goods-In
A mobile operations platform connecting reception, deliveries, passes, and device workflows.
Connected operational workflows with mobile access, live updates, and existing business systems.
React NativeExpoFastAPISupabaseWebSockets
Read case study
02 · Agentic AI / RAGBuilt
Support teams: answers from approved information, with human help
Semai AI Support
A support tool that answers from approved information and hands difficult issues to a person.
A controlled AI support design with human handoff and operator feedback.
PythonFastAPILangGraphLangChainReact
Read case study
Architecture & prototypes
Architecture and prototypes.
Some work is ready to build or still a prototype. Those projects are labelled clearly.
03 · Healthcare / Agentic AIImplementation-ready
Healthcare recovery: private data with clear safety checks
MedReclaim AI
A healthcare recovery tool for several channels, with private-data checks and human decisions.
A healthcare recovery design with separate customer spaces and clear safety checks.
FastAPIasync PythonPostgreSQLDockerLangGraph
Read case study
04 · Governed AI / Public SectorPrototype — non-production
Public procurement: a prototype that helps people check evidence
Governed Procurement Intelligence
An anonymized public-sector prototype that helps people find evidence before making procurement decisions.
A controlled prototype that links answers to source records and keeps approval with a person.
FastAPILangGraphLangChainVector searchDocument extraction
Read case study
Open source & labs
Public projects.
Open-source work you can inspect yourself.
Evaluation-Driven Development Test Suite
AI engineering labAn experimental evaluation harness for repeatable checks and comparisons. Scoring scope and coverage limits matter when interpreting results.
PythonLLM evaluation
Public repositoryDeterministic Safety Sandboxes with MCP
AI engineering labSafe execution boundaries for tool-enabled software using MCP, with checks for prompt injection and unsafe tool behaviour.
MCPPythonAgent safetyValidation
Public repositorySecondary path
Need a fixed-scope project?
Consulting and short delivery projects are still available as a secondary path.