Hi, I'm Mathis Lambert !

I'm an engineering student

in AI and Computer science

Working at Free ProStudying at CPE Lyon

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.

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Location
My Favourite Tools
Python
FastAPI
Docker
PyCharm
React
TypeScript
Linux
Bash
Tailwind
Mistral
OpenAI
Python
FastAPI
Docker
PyCharm
React
TypeScript
Linux
Bash
Tailwind
Mistral
OpenAI
GitHub
GitLab
Hugging Face
Arc
Vite
vLLM
Qdrant
NVIDIA
shadcn/ui
Figma
GitHub
GitLab
Hugging Face
Arc
Vite
vLLM
Qdrant
NVIDIA
shadcn/ui
Figma
Experiences

AI/R&D Engineer (Work-study Student)

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.

Web Developer & Web Designer

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.

Video Game Developer - Summer Camp

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.

Co-founder – IZZY Project (Student Startup)

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.

AI/R&D Engineer (Work-study Student)

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.

Web Developer & Web Designer

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.

Video Game Developer - Summer Camp

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.

Co-founder – IZZY Project (Student Startup)

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.

AI/R&D Engineer (Work-study Student)

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.

Web Developer & Web Designer

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.

Video Game Developer - Summer Camp

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.

Co-founder – IZZY Project (Student Startup)

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.

AI/R&D Engineer (Work-study Student)

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.

Web Developer & Web Designer

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.

Video Game Developer - Summer Camp

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.

Co-founder – IZZY Project (Student Startup)

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.

AI/R&D Engineer (Work-study Student)

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.

Web Developer & Web Designer

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.

Video Game Developer - Summer Camp

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.

Co-founder – IZZY Project (Student Startup)

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.

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Studies

Engineering - Computer Science – CPE Lyon

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.

Bachelor Multimedia & Internet Technologies (MMI) – Computer Science Specialization

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.

Engineering - Computer Science – CPE Lyon

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.

Bachelor Multimedia & Internet Technologies (MMI) – Computer Science Specialization

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.

Engineering - Computer Science – CPE Lyon

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.

Bachelor Multimedia & Internet Technologies (MMI) – Computer Science Specialization

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.

Engineering - Computer Science – CPE Lyon

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.

Bachelor Multimedia & Internet Technologies (MMI) – Computer Science Specialization

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.

Engineering - Computer Science – CPE Lyon

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.

Bachelor Multimedia & Internet Technologies (MMI) – Computer Science Specialization

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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Top Skills
LLMs
Python
Python
vLLM
vLLM
NVIDIA
CUDA
NVIDIA
NVIDIA
Docker
Docker
TypeScript
TypeScript
MongoDB
MongoDB
Qdrant
Qdrant
Ask about me

Chat with my AI persona - ask about my resume, projects, and experience.

Screenshot of My Personal Website
FeaturedViteCompleted

My Personal Website

React frontend, FastAPI backend, Agentic AI and RAG

Personal site built with React + TS with a FastAPI backend. It uses LLMs and a vector store for semantic search and interactive browsing....

ViteReactTypeScriptMongoDB
Aug 2025
Screenshot of Raspberry Pi Server
FeaturedUbuntuCompleted

Raspberry Pi Server

My own private server hosted and maintained by myself on my network infrastructure.

In-Progress 🚧🏗️...

UbuntuTraefikHaProxyDocker
Mar 2025
Screenshot of Vision2Rig: YOLO to Unity
FeaturedPythonCompleted

Vision2Rig: YOLO to Unity

Real-time object detection powering Unity interactions through a Python–YOLO bridge

Python wrapper connecting YOLOv8 detections to Unity in real-time. Enables interactive environments where object recognition drives Unity animations, rigs, and gameplay logic....

PythonYOLOv8UnityC#
Apr 2024

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