Selected projects

Real AI, data and product projects delivered across business-critical environments.

A selection of projects from my professional experience, covering GenAI agents, Dataiku solutions, data engineering, MLOps, analytics applications and machine learning systems.

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Technologies
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Abstract artificial intelligence interface with glowing digital elements

Auto-Insights AI Agent

Oct 2024 - Present

Dataiku · Paris · France

  • Financial Services
  • Insurance
  • Business Analytics

A GenAI agent that explores datasets, extracts business insights, and generates executive-ready reports and visualizations.

Technologies

  • GenAI
  • LangGraph
  • RAG
  • Vue.js

Impact

  • Multi-agent workflow
  • Traceable outputs
Find out more
Analytics dashboard displayed on a screen

Financial Analytics Web Application

Oct 2024 - Present

French bank · Paris · France

  • Banking
  • Finance
  • Executive Reporting

An interactive application for financial KPI exploration, scenario simulation and decision support.

Technologies

  • Vue.js
  • REST APIs
  • Dataiku
  • Dashboards

Impact

  • Scenario simulation
  • Self-service KPIs
Find out more
Team collaborating around laptops in a support workspace

Support Ticket AI Agent

Oct 2024 - Present

Dataiku · Paris · France

  • Customer Support
  • Knowledge Management
  • Operations

A GenAI assistant that helps support teams resolve tickets faster through RAG, intelligent search and response drafting.

Technologies

  • GenAI
  • RAG
  • AI Agents
  • LLMs

Impact

  • Faster ticket resolution
  • Reusable answer drafts
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Developer working on code migration across multiple screens

SAS-to-Dataiku Conversion AI Agent

Oct 2024 - Present

Dataiku · Paris · France

  • Banking
  • Platform Migration
  • Data Engineering

An LLM-powered agent that converts SAS scripts into Dataiku workflows to accelerate platform migration.

Technologies

  • GenAI
  • LangGraph
  • SAS
  • Dataiku

Impact

  • Automated conversion
  • LLM-agnostic design
Find out more
Financial technology dashboard with digital payment data

Anti-Money Laundering AI Solution

Oct 2024 - Present

Dataiku · Paris · France

  • Banking
  • Compliance
  • Risk Management

An AI-based solution that detects suspicious behaviors in large-scale financial transactions.

Technologies

  • Dataiku
  • Python
  • Machine Learning
  • Dashboards

Impact

  • Suspicious behavior detection
  • Compliance dashboard
Find out more
Logistics warehouse with supply chain operations

ERP Data Migration to SAP and COUPA

May 2024 - Oct 2024

GEODIS · Paris · France

  • Supply Chain
  • ERP Migration
  • Procurement

A data migration program transforming data from multiple ERPs into SAP and COUPA target systems.

Technologies

  • Dataiku
  • PySpark
  • Impala
  • HDFS

Impact

  • Scalable pipelines
  • Target-system alignment
Find out more
Business analytics dashboard on a laptop

Data Quality Assessment System

May 2024 - Oct 2024

GEODIS · Paris · France

  • Supply Chain
  • Data Governance
  • Operations

An industrialized data quality framework that detects inconsistencies and monitors quality KPIs.

Technologies

  • Dataiku
  • Python
  • PySpark
  • Power BI

Impact

  • Industrialized checks
  • Quality KPI monitoring
Find out more
Analytics dashboard with business performance charts

Machine Learning Lead Scoring Model

May 2024 - Oct 2024

GEODIS · Paris · France

  • Sales
  • Lead Generation
  • Supply Chain

A machine learning scoring model that identifies high-potential customers from customer and open-source data.

Technologies

  • Machine Learning
  • Dataiku
  • Python
  • CI/CD

Impact

  • Dynamic scoring
  • Regular retraining
Find out more
Abstract data infrastructure and network visualization

SAS to Big Data Migration Platform

Jun 2022 - May 2024

BNP Paribas · Paris · France

  • Banking
  • Credit Risk
  • Data Platform

A strategic migration from SAS to a Dataiku, Hadoop and Spark platform with CI/CD across environments.

Technologies

  • Dataiku
  • PySpark
  • Hadoop
  • Hive

Impact

  • Multi-environment CI/CD
  • SAS migration
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Customer service and operations team collaborating

Customer Service Performance Analytics

Jan 2020 - Jun 2022

Bouygues Telecom · Paris · France

  • Telecommunications
  • Customer Service
  • Performance Management

Analytics pipelines and Tableau dashboards to improve customer service performance monitoring.

Technologies

  • Dataiku
  • Python
  • PySpark
  • SQL

Impact

  • Performance dashboards
  • Strategic analyses
Find out more
Financial market charts and trading screens

Trading Counterparty Recommendation System

May 2019 - Nov 2019

AXA IM · Paris · France

  • Finance
  • Trading
  • Quant Analytics

A contextual recommendation system helping traders select counterparties and analyze transaction costs.

Technologies

  • Python
  • Machine Learning
  • Bayesian ML
  • SQL

Impact

  • Counterparty ranking
  • Pricing model
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Cargo vessels and shipping containers at port

Vessel Destination and ETA Prediction

Mar 2017 - Sep 2017

Louis Dreyfus Company · Singapore · Singapore

  • Shipping
  • Commodities
  • Forecasting

A deep learning model predicting vessel destination and ETA for freight market monitoring.

Technologies

  • R
  • R Shiny
  • Deep Learning
  • Time Series

Impact

  • ETA prediction
  • Destination forecasting
Find out more