Hello, I'm
Camille Aubert
Architecting robust, scalable web ecosystems and production-grade AI systems. I bridge the gap between complex enterprise data and intelligent, non-deterministic client applications. Focused on engineering secure RAG workflows, autonomous agent orchestration, and cost-efficient token economic models.
/ Career
A brief overview of my career
Lead Developer & AI Architect
Cegos Group
Architecting enterprise knowledge retrieval systems (RAG) to safely expose internal data to LLM layers, minimizing hallucinations and non-deterministic behavior. Leading the modernization and scaling of the corporate multi-tenant ecosystem (13 platforms across 7 countries) handling high-traffic volume on AWS and Docker environments. Driving tech-stack evolution and engineering processes, shifting team velocity through structured AI assistance and rigorous code review patterns.
Project Manager & Web Developer
ASSERCAR
Full-stack delivery of business applications with strong SQL depth, API integrations, and project coordination responsibilities, including training and knowledge sharing.
Applied AI & Product Engineering
Cross-functional collaboration
Designing retrieval-based and AI-assisted systems that connect architecture decisions to practical business usage, with emphasis on reliability and production readiness.
Lead Developer & AI Architect
Cegos Group
Architecting enterprise knowledge retrieval systems (RAG) to safely expose internal data to LLM layers, minimizing hallucinations and non-deterministic behavior. Leading the modernization and scaling of the corporate multi-tenant ecosystem (13 platforms across 7 countries) handling high-traffic volume on AWS and Docker environments. Driving tech-stack evolution and engineering processes, shifting team velocity through structured AI assistance and rigorous code review patterns.
Project Manager & Web Developer
ASSERCAR
Full-stack delivery of business applications with strong SQL depth, API integrations, and project coordination responsibilities, including training and knowledge sharing.
Applied AI & Product Engineering
Cross-functional collaboration
Designing retrieval-based and AI-assisted systems that connect architecture decisions to practical business usage, with emphasis on reliability and production readiness.
/ Featured Projects
A selection of professional work, published apps, and experimental prototypes.
Enterprise Retrieval Systems
Designed and deployed an end-to-end RAG architecture for enterprise data access. Implemented advanced vector search pipelines, context window optimization strategies, and robust data isolation governance. Focused heavily on inference cost management (Token Economy) and output reliability.
Autonomous Agent Workflow & Custom RAG
Conceived and developed a production-ready autonomous agent system for multi-source indexing. Built utilizing modern Model Context Protocol (MCP) principles to connect isolated databases with generative models, enabling reliable automated task execution.
Performance & SEO Engineering
Built and optimized experimental and client-facing web projects focused on rendering speed, SEO quality and implementation discipline.
/ Tech Stack
Breakdown of my technical skills, categorized by domain and proficiency
AI & Data
Backend & Architecture
Platform & Cloud
Delivery & Growth
/ Contact Me
Feel free to reach out. I'm always open to discussing new projects and opportunities.