Lead Developer & AI Solutions Architect
Camille Aubert
I turn complex enterprise ecosystems into intelligent, production-grade systems — RAG, agents, and AI-assisted delivery.
/ About
Architecture is the new productivity.
For nine years I've built business software — first as a project manager who shipped code, now as the person who designs the systems and the workflows around them.
At Cegos, I lead the technical evolution of a multi-country platform ecosystem, and I've made AI a core part of how the team ships: retrieval systems that expose enterprise knowledge safely to LLMs, and automation that turns a Jira ticket into a deployed feature across repositories.
I care about the 1% — the last percent of polish, reliability, and craft that separates tools people use from tools people trust.
/ Career
A brief overview of my career
Lead Developer & AI Architect
Cegos Group
Leading the technical evolution of the corporate multi-tenant platform ecosystem, and making AI a core part of how the team ships software.
- → Designed and shipped an enterprise RAG platform that safely exposes internal knowledge to LLM layers — built to replace the legacy enterprise search engine
- → Leading the modernization of the multi-tenant ecosystem (13 platforms across 7 countries) on AWS and Docker
- → Built the team's AI-assisted engineering workflow: ticket-driven multi-repo orchestration, AI agent procedures, structured code review
- → Driving tech-stack evolution across Laravel, React, WordPress
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.
Lead Developer & AI Architect
Cegos Group
Leading the technical evolution of the corporate multi-tenant platform ecosystem, and making AI a core part of how the team ships software.
- → Designed and shipped an enterprise RAG platform that safely exposes internal knowledge to LLM layers — built to replace the legacy enterprise search engine
- → Leading the modernization of the multi-tenant ecosystem (13 platforms across 7 countries) on AWS and Docker
- → Built the team's AI-assisted engineering workflow: ticket-driven multi-repo orchestration, AI agent procedures, structured code review
- → Driving tech-stack evolution across Laravel, React, WordPress
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.
/ Featured Projects
A selection of professional work, published apps, and experimental prototypes.
Enterprise RAG Platform
Replaced the enterprise search engine with a retrieval-augmented platform that safely exposes internal knowledge to LLM layers — vector search pipelines, context engineering, and cost-aware inference.
Autonomous Agent Workflow & Custom RAG
Conceived and developed a production-ready autonomous agent system for multi-source indexing. Built on MCP principles to connect isolated databases with generative models, enabling reliable automated task execution.
/ Tech Stack
The tools and practices I work with, by domain
AI & Data
Backend & Architecture
Platform & Cloud
Delivery & Growth
/ Now
What I'm up to
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Shipping an enterprise RAG platform to production — a full write-up is coming on LinkedIn.
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Building AI automation that runs delivery workflows end-to-end: ticket in, deployed feature out, across repositories.
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Exploring multi-agent orchestration and MCP.
How we replaced our enterprise search engine with RAG — field notes
Coming soon on LinkedIn
More posts & articles
On LinkedIn
/ Contact Me
Feel free to reach out. I'm always open to discussing new projects and opportunities.