Samuel Mallet
Generative AI Engineer
Salary / Daily rate
Lyon, France
Freelance, open to permanent contract
Skills
Languages
About me
Intro
AI Engineer & Software Engineering student with hands-on experience building AI-powered platforms from scratch. Developed automated content analysis systems processing thousands of articles daily using advanced ML techniques and LLMs. Specialized in generative AI, RAG chatbots, and full-stack development with Python/React for scalable AI solutions.
Work experience
Generative AI Engineer
TimTek
May 2024 - Oct 2024
6 months
Lyon, France
Developed an AI-powered platform from scratch that automates the collection, analysis, and generation of insights from vast online content, initially focusing on artificial intelligence but designed to adapt to various domains. Automated Data Ingestion: Collects articles from web searches and RSS feeds using DuckDuckGo API, processing thousands of articles daily. Advanced Clustering & Topic Detection: Utilizes HDBSCAN and VoyageAI embeddings to group similar articles, identifying emerging trends and key topics. Relevancy Evaluation : Irrelevant topics are identified using LLMs Intelligent Chatbot: Implements a RAG chatbot for interactive exploration of data, providing up-to-date and contextually accurate responses. Content Generation: Automatically produces newsletters, blog posts, and social media content using LLMs based on topics found. . Build with FastAPI and Streamlit for fast iteration. Leverages MongoDB for structured data storage and Pinecone for vector-based search. Observability with Langsmith
FAIRTIQFreelance
May 2023 - May 2024
1 year 1 month
Remote, OR 97458, USA
React Developer
Dec 2023 - May 2024
6 months
Remote, OR 97458, USA
Skills: Anglais · Développement de logiciels · Git · React · GitHub · Material-UI
Fraud Agent
May 2023 - Dec 2023
8 months
Remote, OR 97458, USA
Skills: Anglais
Data Science Internship
Jul 2023 - Oct 2023
4 months
Remote, OR 97458, USA
Skills: Anglais · Data science · Python (langage de programmation) · Apache Spark · Développement de logiciels · Git · Research
Surveillant de baignade
CAMPING LAS BOUSIGUES
Jun 2022 - Oct 2022
5 months
66420 Le Barcarès, France
Skills: Anglais · Sauvetage aquatique · Natation · Relation client · Premiers secours
Surveillant de baignade
CAMPING LAS BOUSIGUES
Jun 2021 - Oct 2021
5 months
66420 Le Barcarès, France
Skills: Anglais · Sauvetage aquatique · Natation · Relation client · Premiers secours
Education
INSA Lyon - Institut National des Sciences Appliquées de Lyon
Diplôme d'ingénieur
2023 - 2025
2 years
University of Montpellier
Double licence Mathématiques et Informatique
2020 - 2023
2 years 9 months