Long-term engagements. I maintain a selective client roster — each gets a dedicated senior engineer, not a project handoff.
Multi-year embedding. Built: churn prediction system, Apache Spark data pipelines, commercial analytics pipeline (CRM and billing data → PowerBI), AI assistant platform (Botus), agentic automation for their core products, marketing automation agent. Finance, Product, and Marketing teams depend on systems I built.
System architect and AI lead. Designed and built TethysBeacon — a maritime SaaS platform with AI-powered port risk assessment across 5 dimensions. Full stack: FastAPI, React 19, PostgreSQL. Designed the AI architecture, delegated standard backend, retained AI ownership through production.
Computer vision engineer. Object detection on drone footage, semantic segmentation for 443km pipeline corridor patrol, change detection for temporal analysis. Geographic-aware data pipelines and annotation workflow coordination. Real operational constraints: battery, terrain, flight paths.
Big Data Analytics course — Master's level, taught in French. 60+ hours delivered to date. Topics: Apache Spark, distributed processing, analytics at scale. Teaching alongside consulting, not instead of it.
A 30-minute call is usually enough to figure out the right shape. No commitment required.
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