Pierre Moreau

PhD in Machine Learning

AI & Machine Learning Researcher specializing in healthcare applications, multimodal learning, and clinical risk assessment

About Me

I am an AI & Machine Learning researcher with a PhD in machine learning (defended Nov 2023), specialized in healthcare applications. With expertise in generative AI, multimodal learning, and clinical risk assessment, I bring extensive experience in developing LLM-based systems, computer vision, and medical image segmentation.

My work combines deep technical knowledge with practical applications, from developing NLP pipelines and speech-to-text transcription systems to creating sophisticated models for medical diagnosis and patient care optimization.

Professional Experience

2024 - 2025

Data & AI Engineer

Capgemini Engineering - Paris, France

  • Led the design and development of a GenAI-powered medical assistant demonstrator
  • Designed and implemented NLP pipelines including OCR for blood test parsing and speech-to-text transcription
  • Developed automated Q&A extraction for metadata enrichment
  • Engineered robust prompting strategies for healthcare applications
  • Developed a multimodal RAG pipeline using LangChain
2022 - 2023

Research on Human Movement Modeling

University of Picardie Jules Verne - Amiens, France

  • Created a comprehensive database of human movement patterns for quantitative analysis
  • Conducted in-depth data analysis using techniques such as PCA, DTW, and correlation analysis
  • Performed data pre-processing and signal normalization
  • Modeled human movement patterns using deep learning architectures
2022 - 2023

Teaching Experience

University of Picardie Jules Verne

  • Temporary Teaching and Research Associate
  • Delivered courses on C programming, covering both basic and advanced concepts
  • Taught courses on machine learning fundamentals

Featured Projects

Medical AI Assistant

GenAI-powered medical assistant with multimodal processing capabilities, integrating OCR for blood test analysis and speech-to-text transcription.

Python LangChain OCR NLP

Clinical Risk Assessment

Developed machine learning models for placenta segmentation and clinical risk prediction, improving accuracy in prenatal care assessments.

Deep Learning Medical Imaging CNN

Human Movement Analysis

Comprehensive human movement modeling system using deep learning architectures with advanced data analysis techniques.

RNN LSTM Data Analysis

Multimodal RAG Pipeline

Built a Retrieval-Augmented Generation system with multimodal capabilities for enhanced healthcare document processing.

LLM Vector DB RAG

Invoice & Quote Management System

Comprehensive business management software for handling quotes, invoices, and client relationships with automated billing and reporting capabilities.

Business Logic Database PDF Generation Client Management

Technical Skills

Programming

Python
Javascript/Typescript
Bash/Shell

Machine Learning

Deep Learning & Neural Networks
Transfer Learning & Fine-tuning
LLM & Generative AI

Tools & Frameworks

LangChain & OpenAI
Speech Recognition
Document Processing

Data Science

Statistical Analysis
Medical Image Processing
Optimization Algorithms

Langues

French
English

Get In Touch

Let's Connect

I'm always interested in discussing new opportunities in AI and machine learning, particularly in healthcare applications. Feel free to reach out!