Freelancer profile translated to English.
Back to original languageAbout Maxime
Full-stack developer, I design and deploy business applications integrating artificial intelligence where it brings concrete value: document search, workflow automation, data extraction and processing.
My specialty: custom business SaaS, in desktop (Electron) or web (React, Node.js) versions, with integration of AI models locally or via API (OpenAI, Anthropic, Hugging Face, CLIP). I handle everything from MVP design to production deployment, including cloud architecture and maintenance.
What I deliver:
Functional and tested MVPs, delivered quickly, with clean and documented code. A robust and scalable architecture, adapted to real business constraints (hybrid cloud, offline access, network resilience). Pragmatic AI integration: no gadgets, only what solves a real business problem and generates measurable ROI.
My approach:
I work in direct partnership with business teams to understand workflows before writing the first line of code. I favor sober, long-term maintainable solutions, and those that reduce dependency on external APIs when relevant (local models, controlled costs).
Currently lead developer on a complete SaaS suite used in production in the heritage construction sector (AI document management, automated cost estimation, semantic image search).
Have a project from scratch, a technical redesign, or need to integrate AI into your existing tools? Let's talk.
French
Native or bilingual
Can work on-site
Bordeaux (up to 50km)
Experience
- Freelance — Projets personnels et associatifsFreelance Web DeveloperTECHJanuary 2022 - January 2023 (1 year)Bordeaux, FranceDevelopment of several websites and business tools for associative, cultural, and professional clients, prior to the official launch of my freelance activity.Sites delivered with full autonomy (design, development, deployment, maintenance): satmh.com (BTP company showcase site), jardindesfoulards.fr (event site), culturesansfrontieres.fr (associative site for a piano festival), ctrl-data.fr (technical portfolio).In parallel, development of custom internal tools: Excel/VBA CRM for sales prospecting management, Word and PowerPoint macros for automatic generation of photographic reports, various automations to streamline administrative workflows.Stack: HTML, CSS, JavaScript, React, Next.js, VBA, office automation.
- TmhTMHCIVIL ENGINEERINGJanuary 2023 - January 2026 (3 years)Bordeaux, FranceLead developer of a complete SaaS suite designed for TMH, a historical monument restoration company in Nouvelle-Aquitaine operating in classified public markets (DRAC, Historical Monuments). The application is used daily in production by management and site teams.DocFinder. Full-text document search engine on corpora of several thousand PDFs (technical specifications, technical reports, certificates, public tenders). The pipeline uses Postgres GIN for indexing, with integrated PDF preview and occurrence highlighting. Document search time reduced from several minutes to a few seconds.Automated cost estimation. System for analyzing and automatically filling Excel quotes using semantic matching (bigram algorithm) on the company's internal price list. Teams saved approximately 80% of time on tender cost estimation.Hybrid cloud architecture. Local/cloud synchronization via OVH Object Storage (S3 protocol), with asynchronous upload pipeline and deferred indexing. The application works both online and offline on construction sites.AI Image Search. Integration of the CLIP model (Xenova) locally, without external API calls, enabling semantic search within a database of several thousand construction site photos from text descriptions. Zero operating cost and complete data confidentiality.Partner Management. Directory of subcontractors and suppliers with collaboration history, internal rating system, and automatic export to tender documents.Technical Stack: React, Node.js, Electron, Postgres, Supabase, OVH Object Storage, CLIP (Xenova Transformers), Python. Microservices-oriented architecture with continuous deployment.
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Education
- Self-taught Web Development and Artificial IntelligenceSelf-taught2026Apprentissage continu en développement full-stack et intégration IA via la documentation officielle des technologies utilisées (React, Node.js, Postgres, OpenAI, Anthropic, Hugging Face), les ressources MDN, les cookbooks OpenAI et Anthropic, et la pratique quotidienne sur des projets réels. Plus de 2000 heures de développement effectif depuis 2022.