Mounir Hamzaoui

Product-first Sr Software Engineer, AI-driven builder

🇫🇷 France

From fullstack to frontend to AI-driven orchestration — I've spent a decade shipping products across health-tech, fintech, media and Web3. Today I focus on what actually moves the needle: building things that matter for users, not just technically impressive artifacts. I combine deep frontend expertise with AI tooling to deliver product value fast.

AI Lab — AUI the interactive UI app

Imagine asking an AI something — and instead of a wall of text, it hands you a form, a choice, a button you can act on right away.

That's the idea behind AUI — an experiment in Generative UI. Instead of AI replies being just paragraphs, they become interactive elements. A confirmation step. An editable draft. A structured action you can take without copy-pasting or switching tools.

Two modes: Chat for reasoning with the model, Editor for executing directly inside the interface.

Small language models — when focused on a clear, narrow task — can be remarkably fast and goal-oriented. The demo runs with Cogito via Ollama, but a built-in model selector makes the same flow work with any model. No vendor lock-in, no cloud dependency.

View on GitHub

AI-Driven

Marmot — AI Healthcare PlatformProduction

Building the UI layer of Marmot at Komodo Health, an enterprise-grade AI platform on top of the Healthcare Map — the most comprehensive view of U.S. healthcare data. Crafting intuitive interfaces for AI agents that turn complex pharmaceutical research into conversational workflows.

Autonomous Agent SystemsAgents

Built and validated autonomous agent systems with systematic testing frameworks for accuracy, latency, and hallucination rates in complex queries.

AI Governance & StandardsProcess

Established AI engineering standards, prompting guidelines, and automated quality checks — maintaining velocity without sacrificing reliability.

AI ToolboxDaily drivers

Cursor, Claude Code, Copilot, Warp, ChatGPT, Gemini, Mistral, Ollama, LMStudio, MCP Servers, A2A protocols.

Videos

Projects

Tech Stack

frontend

TypeScript, React, Next.js, React Native, Electron, Redux/RTK, RxJS, React Query, tRPC

styling

TailwindCSS, Shadcn, RadixUI, Material UI

backend

Node.js, Express, FastAPI (Python)

ai

Cursor, Claude Code, Copilot, Warp, Ollama, LMStudio, MCP, A2A, Prompt Engineering

testing

Jest, RTL, MSW, Cypress, Playwright

cicd

GitHub Actions, GitLab CI/CD, Jenkins, Vercel

monitoring

Datadog (RUM/APM), Sentry, NewRelic, Amplitude

databases

PostgreSQL, MySQL, MongoDB, Firebase, Supabase

medical

DICOM/WSI, CornerstoneJS, OHIF Viewer, OpenSeaDragon

Open Source

Contact

Always open to interesting conversations, collaborations, and new ventures.