Aymeric Lechevranton
Ai & Gen Ai Project Manager @Onepoint
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WORK HISTORY
Ai & Gen Ai Project Manager @Onepoint
Paris, FR
Management and supervision of Generative AI projects – Banking Sector (9 months)· Role: Oversaw 12 projects within the Payments division, ensuring alignment between business objectives, technical feasibility, and compliance requirements· Scoped and qualified emerging AI needs expressed by business teams· Ensured secure implementations compliant with entity and Group standards· Project lead on an automated documentation generation RAG system, from design to deployment using Python, Claude via AWS Bedrock, Redis, and MongoDB· Managed CI/CD deployment with GitLab, Docker, Kubernetes, Jenkins, and ArgoCD· Supervised a team of two developers in an Agile environment· Results: Deployed 3 production-ready solutions, including one that reduced by 75% the time spent by security and project teams drafting security documentation Implementation of a framework and use cases in Generative AI – Real Estate Sector (5 months)· Role: Implemented a secure internal chatbot, an information retrieval module, and a legal contract analysis tool· Collected business requirements to define and prioritize use cases· Managed a team of two developers, structured priorities through sprint backlogs and Agile methodology· Continuously improved model performance (OCR ADI, parent chunking, LLM), designed A/B tests, and oversaw user acceptance testing to ensure deliverable quality· Deployed the solution securely within the company’s IT environment, coordinated with IT and cybersecurity teams, and set up Azure resources and CI/CD pipelines· Results: Tool successfully deployed and made available to all Group employees Internal involvement – Consultant supervision & RFP contributions· Consultant supervision: Conducted regular follow-ups on skill development and career progression for two consultants· RFP contributions: Contributed to AI and Gen AI proposals including value proposition, workload estimation and budget sizing
EDUCATION
Nantes Université
Master's degree - Data Science
Centrale Nantes
Master's degree - Data Science
Nantes Université
Bachelor's degree - Mathematics & Economics
ABOUT AYMERIC LECHEVRANTON
Senior Data Scientist | Consultant | ParisWith over 5 years of experience in consulting, notably at Onepoint and Ekimetrics, I’ve built a unique expertise at the crossroads of data science, project management and business strategy. Developing Python-based solutions, with a strong focus on Machine Learning and Generative AI. Leading agile projects by aligning technical and business teams to deliver high-impact solutions. Translating business needs into actionable insights and turning data into strategic levers.I’m passionate about building innovative, results-driven solutions that blend AI and business. My goal is to keep helping organizations make smarter decisions through robust models and actionable insights.
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