AI Orchestration Control TowerPersonal R&D
Orchestrates AI agents that take software from idea to production — specification, code, review, release — with a human in control at every gate.
In the lab — write-ups on the blogProduct engineer · Forward deployed engineer · Software engineer · R&D — Lille, France
I used to write code. Now I build the systems that write it.
Lately, that means building products through AI development pipelines with coding best practices.
I'm a software engineer with over 12 years of experience. From idea to production, I enjoy building solutions that provide value. I leverage AI agents to keep development cost effective.
Selected work
Products, research platforms, and the pipelines that build them — a selection from the past few years.
Les MartinesFounding engineer
A social app creating connection and a safe space for women.
lesmartines.app →AssoBubbleFédération EMA · France
Keeps associations organized and volunteers engaged — members, trainings, day-to-day operations.
Launching soon
Home RiskSustainable Finance Observatory · EU Horizon
Helps homeowners in France understand their exposure to clay shrink–swell insurance risk.
home-risk.eu →
SUM Open Data PlatformINRIA · EU Horizon
Data-driven insight into how policy measures shape shared mobility and public transport integration across European cities.
odp.sum-project.eu →Optimization Research DemosINRIA · EU Horizon
Interactive demonstrations of optimization models — network design for bike-sharing systems and dynamic pricing for shared mobility.
View demos →
ExpomaisonTopDiffusion · Luxembourg
Helps people find trusted companies and products for their building and renovation projects.
expomaison.eu →
Homestore SVHomestore SV · El Salvador
Online store bringing home appliances to customers across El Salvador.
homestoresv.com →
FamilioPersonal project
Keeps a family running — chores, activities, and logistics in one calm place.
PrivateResearch
Engineer in an R&D lab at INRIA, contributing to EU innovation projects in operational research, optimization, and simulation. I build the platforms and demonstrations that turn research models into tools people can actually use.
Background
Before building products with small teams, I spent eight years inside some of Europe's largest retailers. That's where I learned how systems behave at scale, and how to keep them running.
- Adeo–Identity and access for 30M+ users across 13 business units. High availability APIs serving 500K+ requests a day, with on call production duty.
- Auchan–Analysis and maintenance of core retail systems, where the ERP is the business.
- Decathlon–From engineering apprentice to leading the customs domain, integrating web applications with SAP.
Stack
Every layer of building software, and the tools I have used, tested, and shipped at each one.
Click the nodes to explore · drag to pan · pinch or Ctrl+scroll to zoom
On the AI layer: I build on existing agent harnesses rather than custom code and API calls. More reliable, and the budget goes to the product.
- Frontend: Vue.js · React, Astro, TypeScript, HTML · CSS
- Backend: Node.js · Express, Java · Spring Boot, Kotlin · Vert.x, Python, REST APIs
- Data: PostgreSQL · Oracle SQL, MongoDB, BigQuery, Kafka · Pub/Sub
- AI & agents: Claude, Ollama · local models, LiteLLM · Langfuse, OpenClaw · opencode, Harness orchestration
- Infrastructure: AWS · GCP, Docker, CI/CD · GitHub Actions, Serverless
- Quality: TDD · BDD, DDD · Clean Architecture, Cypress · Jest
Working together
I hold a full-time research position, so I don't take full-time engagements. I keep room for a small number of part-time consulting collaborations: AI development pipelines, agentic system architecture, and honest reviews of both.
When a project needs more than me, I work with a trusted network of senior freelancers — product design, specialised engineering — so the right people are in the room.
Client feedback — verified on Malt
5.0/5 · Malt
J’ai eu le plaisir de collaborer avec Rebeca, ingénieure en informatique pendant plus de cinq ans, et cette expérience a été remarquable à tous points de vue. Elle a constamment fait preuve d’une abnégation exemplaire, s’investissant avec sérieux et engagement dans chaque projet, y compris dans les contextes les plus exigeants. Sa ponctualité irréprochable, son sens aigu des responsabilités et sa fiabilité ont été des atouts précieux pour l’équipe et pour la réussite des missions qui lui ont été confiées. Sur le plan technique, ses compétences solides et toujours actualisées lui ont permis d’apporter des solutions efficaces, pertinentes et durables, tout en maintenant un haut niveau de qualité. Au-delà de ses qualités professionnelles, elle se distingue par une attitude constructive, une grande capacité d’adaptation et un réel sens de la collaboration. C’est une personne de confiance, sur laquelle on peut compter sans réserve, et que je recommande avec le plus grand enthousiasme pour toute mission ou responsabilité future.verified on Malt →
5.0/5 · Malt
We had the pleasure of working with Rebeca on a web application designed to assess financial risks for homeowners caused by clay shrink-swell soil events. From start to finish, she played a pivotal role in developing and deploying the application, integrating complex data sources. Rebeca demonstrated strong technical expertise in both architecture and implementation, ensuring seamless data integration and deploying the solution on AWS for optimal performance and scalability. She was highly adaptable, effectively addressing challenges as they arose and delivering innovative solutions. Throughout the project, Rebeca communicated clearly and collaborated effectively with our team. We highly recommend her for her technical expertise, problem-solving skills, and professionalism.verified on Malt →
5.0/5 · Malt
She consistently demonstrated professionalism, punctuality, and exceptional communication — incredibly flexible in adapting to our evolving needs, with clear, concise explanations throughout.verified on Malt →
Certifications & diplomas
Training runpassed · 2026
TDD, DDD & Clean Architecture — Python, with BDD
Training runpassed · 2025
TDD & Clean Architecture — React / TypeScript
Foundationsgraduated ✓
Ingénieur Télécommunications
DUT Informatique
Contact
Write to me here, or book a call if it's easier to talk.