Agentic AI + RAG: systems that think, read, and act
How to design agentic systems that use tools and Retrieval-Augmented Generation to deliver reliable, useful automation—end to end, with the nuts and bolts that matter.
I'm passionate about AI, machine learning, and data science, and I enjoy working on practical and innovative solutions within a collaborative environment.
With a focus on continuous learning and technical reliability, I aim to grow through meaningful, hands-on projects.



Free Pro
Sept. 2024 - Present
Design and implement advanced LLM-based workflows for customer-care automation using state-of-the-art models (Qwen, Llama, Gemma, etc.), building agentic AI pipelines with tool calling, RAG, embeddings, ReAct planning, and guardrails to ensure factual, policy-compliant outputs, while deploying and optimizing large-scale AI models on specialized GPU clusters (NVIDIA H100, L40S) with vLLM and LlamaCPP, contributing to full-stack development from React/TypeScript frontends and NestJS/FastAPI backends to AI microservices and Python SDKs, managing data infrastructure with Postgres, MongoDB, and Qdrant for knowledge-base orchestration and retrieval, and maintaining GitLab/Docker CI/CD pipelines along with Linux sysadmin and network tasks across dev, pre-prod, and prod environments.
LEXTAN
June 2022 - Aug. 2022
Complete redesign of the "company" website: UI/UX, development from scratch, and responsive integration. Delivered custom web solutions for Vivatech and JDL Expo.
ISART DIGITAL Paris
June 2018 - July 2018
Two-week game development internship using Unity. Designed and developed a complete game, including gameplay mechanics and visual integration. Strengthened skills in logic, creativity, and software development.
PÉPITE Provence
March 2018 - April 2018
2nd Prize – Jury Award at the Start’up Competition in Chicago. Developed an intelligent fatigue detection system for long-haul truck drivers, aligned with the UN Sustainable Development Goals.
Free Pro
Sept. 2024 - Present
Design and implement advanced LLM-based workflows for customer-care automation using state-of-the-art models (Qwen, Llama, Gemma, etc.), building agentic AI pipelines with tool calling, RAG, embeddings, ReAct planning, and guardrails to ensure factual, policy-compliant outputs, while deploying and optimizing large-scale AI models on specialized GPU clusters (NVIDIA H100, L40S) with vLLM and LlamaCPP, contributing to full-stack development from React/TypeScript frontends and NestJS/FastAPI backends to AI microservices and Python SDKs, managing data infrastructure with Postgres, MongoDB, and Qdrant for knowledge-base orchestration and retrieval, and maintaining GitLab/Docker CI/CD pipelines along with Linux sysadmin and network tasks across dev, pre-prod, and prod environments.
LEXTAN
June 2022 - Aug. 2022
Complete redesign of the "company" website: UI/UX, development from scratch, and responsive integration. Delivered custom web solutions for Vivatech and JDL Expo.
ISART DIGITAL Paris
June 2018 - July 2018
Two-week game development internship using Unity. Designed and developed a complete game, including gameplay mechanics and visual integration. Strengthened skills in logic, creativity, and software development.
PÉPITE Provence
March 2018 - April 2018
2nd Prize – Jury Award at the Start’up Competition in Chicago. Developed an intelligent fatigue detection system for long-haul truck drivers, aligned with the UN Sustainable Development Goals.
Free Pro
Sept. 2024 - Present
Design and implement advanced LLM-based workflows for customer-care automation using state-of-the-art models (Qwen, Llama, Gemma, etc.), building agentic AI pipelines with tool calling, RAG, embeddings, ReAct planning, and guardrails to ensure factual, policy-compliant outputs, while deploying and optimizing large-scale AI models on specialized GPU clusters (NVIDIA H100, L40S) with vLLM and LlamaCPP, contributing to full-stack development from React/TypeScript frontends and NestJS/FastAPI backends to AI microservices and Python SDKs, managing data infrastructure with Postgres, MongoDB, and Qdrant for knowledge-base orchestration and retrieval, and maintaining GitLab/Docker CI/CD pipelines along with Linux sysadmin and network tasks across dev, pre-prod, and prod environments.
LEXTAN
June 2022 - Aug. 2022
Complete redesign of the "company" website: UI/UX, development from scratch, and responsive integration. Delivered custom web solutions for Vivatech and JDL Expo.
ISART DIGITAL Paris
June 2018 - July 2018
Two-week game development internship using Unity. Designed and developed a complete game, including gameplay mechanics and visual integration. Strengthened skills in logic, creativity, and software development.
PÉPITE Provence
March 2018 - April 2018
2nd Prize – Jury Award at the Start’up Competition in Chicago. Developed an intelligent fatigue detection system for long-haul truck drivers, aligned with the UN Sustainable Development Goals.
Free Pro
Sept. 2024 - Present
Design and implement advanced LLM-based workflows for customer-care automation using state-of-the-art models (Qwen, Llama, Gemma, etc.), building agentic AI pipelines with tool calling, RAG, embeddings, ReAct planning, and guardrails to ensure factual, policy-compliant outputs, while deploying and optimizing large-scale AI models on specialized GPU clusters (NVIDIA H100, L40S) with vLLM and LlamaCPP, contributing to full-stack development from React/TypeScript frontends and NestJS/FastAPI backends to AI microservices and Python SDKs, managing data infrastructure with Postgres, MongoDB, and Qdrant for knowledge-base orchestration and retrieval, and maintaining GitLab/Docker CI/CD pipelines along with Linux sysadmin and network tasks across dev, pre-prod, and prod environments.
LEXTAN
June 2022 - Aug. 2022
Complete redesign of the "company" website: UI/UX, development from scratch, and responsive integration. Delivered custom web solutions for Vivatech and JDL Expo.
ISART DIGITAL Paris
June 2018 - July 2018
Two-week game development internship using Unity. Designed and developed a complete game, including gameplay mechanics and visual integration. Strengthened skills in logic, creativity, and software development.
PÉPITE Provence
March 2018 - April 2018
2nd Prize – Jury Award at the Start’up Competition in Chicago. Developed an intelligent fatigue detection system for long-haul truck drivers, aligned with the UN Sustainable Development Goals.
Free Pro
Sept. 2024 - Present
Design and implement advanced LLM-based workflows for customer-care automation using state-of-the-art models (Qwen, Llama, Gemma, etc.), building agentic AI pipelines with tool calling, RAG, embeddings, ReAct planning, and guardrails to ensure factual, policy-compliant outputs, while deploying and optimizing large-scale AI models on specialized GPU clusters (NVIDIA H100, L40S) with vLLM and LlamaCPP, contributing to full-stack development from React/TypeScript frontends and NestJS/FastAPI backends to AI microservices and Python SDKs, managing data infrastructure with Postgres, MongoDB, and Qdrant for knowledge-base orchestration and retrieval, and maintaining GitLab/Docker CI/CD pipelines along with Linux sysadmin and network tasks across dev, pre-prod, and prod environments.
LEXTAN
June 2022 - Aug. 2022
Complete redesign of the "company" website: UI/UX, development from scratch, and responsive integration. Delivered custom web solutions for Vivatech and JDL Expo.
ISART DIGITAL Paris
June 2018 - July 2018
Two-week game development internship using Unity. Designed and developed a complete game, including gameplay mechanics and visual integration. Strengthened skills in logic, creativity, and software development.
PÉPITE Provence
March 2018 - April 2018
2nd Prize – Jury Award at the Start’up Competition in Chicago. Developed an intelligent fatigue detection system for long-haul truck drivers, aligned with the UN Sustainable Development Goals.
CPE Lyon
Sept. 2024 - Present
Engineering degree in computer science with a major in Machine Learning and Artificial Intelligence. Courses focused on language models, performance optimization, and industrial AI applications.
IUT MMI - Toulon (83)
Sept. 2021 - Aug. 2024
Multidisciplinary program in multimedia and computer science, with a specialization in web and mobile development. Hands-on projects in design, development, and digital project management.
CPE Lyon
Sept. 2024 - Present
Engineering degree in computer science with a major in Machine Learning and Artificial Intelligence. Courses focused on language models, performance optimization, and industrial AI applications.
IUT MMI - Toulon (83)
Sept. 2021 - Aug. 2024
Multidisciplinary program in multimedia and computer science, with a specialization in web and mobile development. Hands-on projects in design, development, and digital project management.
CPE Lyon
Sept. 2024 - Present
Engineering degree in computer science with a major in Machine Learning and Artificial Intelligence. Courses focused on language models, performance optimization, and industrial AI applications.
IUT MMI - Toulon (83)
Sept. 2021 - Aug. 2024
Multidisciplinary program in multimedia and computer science, with a specialization in web and mobile development. Hands-on projects in design, development, and digital project management.
CPE Lyon
Sept. 2024 - Present
Engineering degree in computer science with a major in Machine Learning and Artificial Intelligence. Courses focused on language models, performance optimization, and industrial AI applications.
IUT MMI - Toulon (83)
Sept. 2021 - Aug. 2024
Multidisciplinary program in multimedia and computer science, with a specialization in web and mobile development. Hands-on projects in design, development, and digital project management.
CPE Lyon
Sept. 2024 - Present
Engineering degree in computer science with a major in Machine Learning and Artificial Intelligence. Courses focused on language models, performance optimization, and industrial AI applications.
IUT MMI - Toulon (83)
Sept. 2021 - Aug. 2024
Multidisciplinary program in multimedia and computer science, with a specialization in web and mobile development. Hands-on projects in design, development, and digital project management.
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