01
own product · in production
WhereWise
What a move, a new job or a separation leaves you each month, commune by commune.
- 51,078communes scored
- 7live simulators
- 3,848automated tests
- 610commits in 4 months
Full-stack engineer with nine years of production experience. I deliver interfaces, APIs, data systems, automations and production infrastructure.
My work also covers reliable AI features and agents
I handle the interface, API, database and deployment. I can take an idea all the way to production.
I design agents, RAG search and structured AI workflows. Tests, evaluations and fallbacks keep them reliable.
I automate business work with n8n, APIs and queues. I include security, error handling and monitoring.
Six shipped projects, each in one sentence and its key numbers. The case study has the rest.
What a move, a new job or a separation leaves you each month, commune by commune.
One OpenAI-compatible endpoint that keeps answering when an AI provider fails.
A free drag-and-drop email editor for React, readable in every inbox.
Internal platform: telephony operations, reporting and a secured AI assistant.
A public website and four secure portals for a façade contractor.
A Telegram Mini App for a buyers’ club: sales, loyalty and cashback.
I moved from web delivery to full-stack products, then applied AI. I still use every layer.
French Foreign Legion
Hardware and software for operational units, and L1/L2 support for their users.
Képi Blanc · production web
Site components, editorial workflows, technical SEO, integrations and performance.
Novileads · remote
Responsive products from Figma, shared component work and browser/device quality assurance.
Fimainfo · production systems
Interfaces, APIs, data and delivery alongside agents, RAG, automation and production controls.
Four areas I can own from design to production.
I work across the whole product.
The main skills first. The full technology list follows.
React · TypeScript · accessibility · design systems
I turn business workflows into clear, responsive interfaces.
see evidence →Node.js · Python · REST · webhooks · queues
I design APIs and integrations that handle errors, retries and third-party limits.
see evidence →PostgreSQL · SQL Server · Docker · CI/CD · observability
I manage databases, CI/CD, monitoring and production debugging.
see evidence →RAG · agents · evaluations · n8n · deterministic guardrails
I add AI features with clear tests, cost limits and fallbacks.
inspect the lab →The same delivery process for my code and AI-generated code. Nothing ships without review and a real test run.
I write the goal, constraints, risks and acceptance criteria before implementation.
architecture · decomposition · NFR/SLO · risk list
Agents can implement tasks. I decide what ships and what must be rewritten.
delegation · shared scratchpad · one owner per decision
Every acceptance criterion needs a test, code reference or command output.
score 0–100 · acceptance criteria · no "trust me"
I run migrations, backend, frontend and end-to-end tests before release.
db migrate · boot back + front · e2e · then ship
A live VPS lab where specialised agents plan, build, review and test work.
The wire between me and every team. Give it a task — it tells you who it would wake up and why.
A production workflow that collects, filters and reviews job listings on my VPS.
A raw job page becomes a checked alert with a full history.
Short notes on software, systems and AI principles I use in practice.
I fit teams that need one engineer across product, backend and production, with practical AI experience.
Tell me what you need to build and what is blocking the team.