Alexis Collette

Working as a freelance data scientist on several data science projects. Data collection, data cleaning, RAG

Continuation of the previous position, with more complex projects and increased responsibilities in project and stakeholders management. Deep learning for causal inference with time series data, use of generative Al (LLM) to provide textual feedback based on reviews data (poc). Support to the engineering team during the prouctionalization of the different algorithms

Designing causal inference algorithms based on observational (historical) data to estimate the incremental impact in terms of revenue of a variety of individual actions. Delivering recommendations for actions to the customer based on their impact on revenue. Keeping up with latest development and innovations in causal inference and machine learning in general. Writing production ready code and supporting the engineering teams during the automation of the pipelines.