Luc Charlopeau

Software Engineer with 3+ years of experience bridging Application Development, Data Engineering, and Generative AI.

I specialize in building production-grade systems where software meets data and AI. Unlike traditional Data Scientists, I focus on the engineering backbone: architecting robust APIs, orchestrating autonomous AI agents, optimizing modern data pipelines, and deploying scalable full-stack applications.

WHAT I BRING TO THE TABLE:

🤖 Agentic AI & Orchestration: Moving beyond basic RAG to design autonomous AI agents (LangChain) and accelerating LLM integrations and workflows using low-code orchestration (n8n).

🚀 Software Engineering First: Designing modular architectures using Python and TypeScript with a strong focus on code quality, testing, and CI/CD (Docker, Git).

☁️ MLOps & Cloud Infrastructure: Taking models from notebooks to production on AWS. Building scalable architectures designed specifically for AI workloads, with a strict eye on FinOps and cost optimization.

⚙️ Industrial & IoT Context: Experience handling high-volume sensor data and building real-time, operational data platforms for critical industrial sectors (TotalEnergies).

TECHNICAL STACK:

• AI & Automation: AI Agents, RAG, LangChain, n8n, OpenAI

• Cloud & Infra: AWS (S3, Lambda, EC2), Docker, Linux, CI/CD

• Web: React, Next.js, Node.js, PostgreSQL, TypeScript

• Data: Python, SQL, Pandas, Scikit-learn