CTO · architecture, web & mobile
A marketplace for second-hand motorcycle equipment and parts, available on web, iOS and Android. As CTO, I lead its architecture and development.
Pierre Pluton · Full stack & AI engineerFrom product to production.
AI engineer & full-stack developer.
I design and build web, mobile and AI products, from business needs to deployment. As CTO of Le Grenier du Motard and cofounder of Unifête, I connect interface design, full-stack development and AI engineering with a mobile-first approach.
Exploremy work
Behind the projects
Pierre. People, products and code.
My background starts in political science and sociology. I learned to build with no-code, then developed a full-stack and AI engineering practice through real products.
Today, I’m CTO of Le Grenier du Motard and cofounder of Unifête. I enjoy understanding a need, shaping the interface and seeing the product used.
Explore my backgroundAI Engineer · OpenClassroomsGraduate · RNCP level 7 · Bac+5Real products.
Real responsibility.
CTO at Le Grenier du Motard and cofounder of Unifête: two products I help build and evolve over time.
AI, from data to application.
Two technical case studies: connecting a model to useful information, then serving and monitoring predictions.
AI assistance tools
Supporting my work in design, development and verification.
GPT / OpenAI
ClaudeRAG · FastAPI · React · PostgreSQL
Finding events in natural language
An assistant connecting a request to relevant events through a cultural information corpus.
Read the case study ↗LightGBM · MLflow · FastAPI · Docker · ONNXFrom scoring model to monitored service
A prediction pipeline connecting experimentation, an API, deployment and drift analysis.
Read the case study ↗Projects developed within the OpenClassrooms programme, presented here through their technical choices and recorded results.
Making the parts work together.
Three priorities that guide my product decisions.
Connection
Connect interfaces, APIs, data and models within one coherent user journey.
Simplicity
Keep useful actions clear, reduce friction and design for small screens first.
Performance
Measure, test and monitor before optimising. Make technical choices serve the experience.
Skills that
work together.
I connect product decisions, interfaces, systems and models. Each skill serves a concrete use case.
Design & frontend
User journeys, visual hierarchy and responsive interfaces. Design for phones first, then extend the experience to desktop.
Mobile first · interface design · accessibilityBuild an application
Web applications, APIs, data and integrations: designing the whole system and making its parts work together.
TypeScript · React · Next.js · PostgreSQLDeploy and improve
iOS and Android development, journey testing, CI/CD and error monitoring after release.
React Native · Expo · Playwright · SentryBuild an AI system
Source-grounded RAG, data preparation and evaluation, model adaptation and monitoring.
Python · FastAPI · LoRA · MLflowExplore the skills map
An interactive view of the links between AI, data, applications and MLOps, with projects behind each domain.
How I workA complete view.
A complete view.
Careful execution.
I move from the problem to the interface, then to the code and verification. This range keeps the product direction clear without losing the technical details.
Understand and scope +
Clarify the need, users and constraints. Define a useful first step before building.
Design and build +
Shape clear user journeys, then build the frontend, services and integrations needed across web and mobile.
Apply AI deliberately +
Start with a specific use case, prepare the data, evaluate outputs and integrate the model into a maintainable product.
Verify and improve +
Test real journeys, fix gaps and monitor how the product behaves after delivery.
A launch, a redesign, an idea that keeps coming back?
What if we
brought it to life?
Write to me Your mail app will open with a draft ready for you to complete and send.
Prefer to copy the address?[email protected]
Or talk on Malt ↗.