Personal Projects

Professional Projects

Data Science 2022 - 2024

Global Retail DataScience Transformation

Led the algorithmic transformation program for retail and sales-related business processes globally, from in-store execution guidance to investment and planning optimization.

Retail Optimization Analytics
Team Leadership 2020 - 2024

Europe Commercial DataScience

Built and led a team of 25+ data scientists and 100+ analytical team members across AdTech & Media optimization, Retailing, Investment & Portfolio optimization, and Digital Commerce.

AdTech Media Team Building
Optimization 2018 - 2022

Global Trade Investment Analytics

Developed and deployed trade promotion optimization algorithms that improved ROI on promotional spending across multiple markets and categories.

Trade Promo ROI ML
Analytics 2016 - 2020

Revenue Growth Management

Led analytics for one of P&G's top global priorities, developing pricing optimization models and portfolio analysis frameworks to drive revenue growth.

Pricing Portfolio Strategy
eCommerce 2019 - Present

Digital Commerce Analytics

Established analytics capabilities for digital and eCommerce channels, enabling data-driven decision making for online retail optimization.

eCommerce Digital Analytics
Infrastructure 2018 - Present

MLOps & Cloud Infrastructure

Implemented DevOps and MLOps best practices across major cloud platforms, enabling systematic movement of AI solutions from pilot to production at scale.

MLOps AWS Azure GCP

Technologies & Tools

AI & ML

PyTorch TensorFlow Scikit-learn Hugging Face LangChain

Cloud & MLOps

AWS Azure GCP Kubernetes Docker

Data

Python SQL Spark Databricks Snowflake

Visualization

Tableau Power BI Plotly D3.js