William Bourgeois

Background

About William Bourgeois

I am an experienced Data Scientist with a proven track record of leveraging advanced data modeling, machine learning, and cloud computing to deliver innovative solutions in the healthcare and non-profit sectors. With a strong foundation in Python, AWS, and NLP/LLM technologies, I excel in turning complex datasets into actionable insights. Key Highlights: Data Vault and Data Management: Designing and managing Data Vault models to centralize and historize organizational data, ensuring scalability and compliance. NLP and AI Specialization: Expertise in Natural Language Processing (NLP) and Large Language Models (LLM) for extracting insights and building anonymization models. Retrieval-Augmented Generation (RAG): Implementation of RAG systems to enhance contextual knowledge bases for both back-office and front-office operations. Cloud Computing on AWS: Skilled in AWS services such as EC2, S3, Step Functions, and SageMaker for building scalable, cloud-native data pipelines and AI/ML solutions. Business Intelligence: Extensive experience with Tableau for data visualization and driving strategic decisions through interactive dashboards. Throughout my career, I have been committed to collaboration, data governance, and creating impactful visualizations to communicate findings effectively to stakeholders. My multilingual abilities (Dutch, French, English, Spanish, and Portuguese) and diverse international experience further enable me to adapt and thrive in global teams.