Bertrand Benoit
Principal AI Systems Architect at Kairo
Vannes, Brittany, France
Summary
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Senior🎓
Top SchoolBertrand Benoit is a Principal AI Systems Architect based in Vannes, France, with 15 years of hands-on experience building production-grade, cloud-native software and AI-first platforms. He designs and implements multi-agent orchestration, agent skills frameworks, and integration strategies that reduce LLM hallucination risk and turn institutional knowledge into version-controlled AI capabilities. At Kairo and previously at Ubeeko he led architecture for intelligent document editing, autonomous task workflows, and an educational ML platform (HFactory) used by top French institutions. He combines deep prompt engineering and model integrations (OpenAI, Anthropic, Gemini, Mistral) with pragmatic engineering—Kubernetes, Supabase, Spark, MLflow and robust CI/CD—to ship reliable, auditable systems. Not obvious from titles: he repeatedly bridges research and product, moving ideas from academic-grade AI prototypes into scalable, regulated enterprise and edtech deployments.
16 years of coding experience
19 years of employment as a software developer
Master degree in Artificial Intelligence, Master degree in Artificial Intelligence at Université Henri Poincaré, Nancy 1PCSI + PSI*, PCSI + PSI* at Preparatory classes for top French Engineering Schools at Lycée Henry Loritz – Nancy, FranceBachelor of Science (B.S.), Bachelor of Science (B.S.) at Lycée Henry Loritz – Nancy, FranceMaster degree in Software Engineering, Master degree in Software Engineering at Université de Lorraine - Nancy, FranceTOEIC, TOEIC at Wall Street English - Nancy, France
French, English
Stackoverflow
4,451reputation
133kreached
151answers
4questions
Github Skills (104)
driver10
oci-image9
resume9
vulnerabilities9
passwords9
password-generator9
gnu9
userspace9
linux8
static-analysis8
python8
clair8
cv-template8
docker8
caldav8
Programming languages (13)
Github contributions (5)
bertrand-benoit/pyGitHook
Nov 2018 - Mar 2020
Various useful Git Hooks written in Python
Contributions:10 commits, 1 PR, 8 pushes in 1 year 3 months
git-hookspython
bertrand-benoit/hemerais
Aug 2010 - Mar 2020
Contributions:448 commits, 27 pushes, 2 branches in 9 years 8 months
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