Auto-Insights AI Agent
Oct 2024 - Present
Dataiku · Paris · France
A GenAI agent that explores datasets, extracts business insights, and generates executive-ready reports and visualizations.
Selected projects
A selection of projects from my professional experience, covering GenAI agents, Dataiku solutions, data engineering, MLOps, analytics applications and machine learning systems.
Oct 2024 - Present
Dataiku · Paris · France
A GenAI agent that explores datasets, extracts business insights, and generates executive-ready reports and visualizations.
Oct 2024 - Present
French bank · Paris · France
An interactive application for financial KPI exploration, scenario simulation and decision support.
Oct 2024 - Present
Dataiku · Paris · France
A GenAI assistant that helps support teams resolve tickets faster through RAG, intelligent search and response drafting.
Oct 2024 - Present
Dataiku · Paris · France
An LLM-powered agent that converts SAS scripts into Dataiku workflows to accelerate platform migration.
Oct 2024 - Present
Dataiku · Paris · France
An AI-based solution that detects suspicious behaviors in large-scale financial transactions.
May 2024 - Oct 2024
GEODIS · Paris · France
A data migration program transforming data from multiple ERPs into SAP and COUPA target systems.
May 2024 - Oct 2024
GEODIS · Paris · France
An industrialized data quality framework that detects inconsistencies and monitors quality KPIs.
May 2024 - Oct 2024
GEODIS · Paris · France
A machine learning scoring model that identifies high-potential customers from customer and open-source data.
Jun 2022 - May 2024
BNP Paribas · Paris · France
A strategic migration from SAS to a Dataiku, Hadoop and Spark platform with CI/CD across environments.
Jan 2020 - Jun 2022
Bouygues Telecom · Paris · France
Analytics pipelines and Tableau dashboards to improve customer service performance monitoring.
May 2019 - Nov 2019
AXA IM · Paris · France
A contextual recommendation system helping traders select counterparties and analyze transaction costs.
Mar 2017 - Sep 2017
Louis Dreyfus Company · Singapore · Singapore
A deep learning model predicting vessel destination and ETA for freight market monitoring.