Latest Projects
Senior Data Scientist & ML Engineer working on Databricks & AWS cloud environment
Global Scale Product Recommendations
I've employed machine and deep learning to power product recommendation systems, which analyze user behavior to deliver personalized suggestions, boosting engagement and sales.
In detail :
Catering to E-Commerce in the USA & Europe
Supporting Sales Assistants in the USA
Supporting In-Store Purchases (work in progress)
Achieving statistically significant improvements in Conversion Rate (CR) and Units Per Transaction (UPT), while maintaining a strong model explanatory power, flexibility, and adaptability to new domains.
Data Platform Extension
Empowering the platform to accommodate more than 30 data scientists.
Implementing automated ingestion flows and quality checks.
Introducing push notifications.
Optimizing and monitoring access to clusters and resources.
Implementing cost monitoring.
Data Science Technical PM & Senior Developer
working on Google Cloud Platform. Retail and Manufacturing
Data Science Lead
Implementing machine learning models for demand forecasting using Google Cloud AI Platform.
Utilizing BigQuery for analyzing large-scale retail datasets.
Developing recommendation systems using Google Cloud's TensorFlow and Cloud ML Engine (VertexAI).
Leveraging Google Cloud's Data Studio for visualizing retail performance metrics.
Lead ML Engineer development and taking into production custom machine learning models with all the best practices of MLOps on several use cases from cashflow forecasting to IoT and real time scenario
Senior ML Engineer working on AWS cloud environment responsible for the industrialization of + 10 projects on automotive domain. Worked with Infraastacture as a Service (Iaas) approach.
Senior Data Scientist working on NLP domain for topic extraction develop ML models (still in production) based on python, tensorflow, spacy
Lead ML Developer working on Deep Learning techniques for Power Energy Forecasting on Google Cloud Platform. Develop in Python, Tensorflow and the technology stack of GCP like DataFlow, Google Cloud Machine Learning (VertexAI)
Senior Data Scientist worked on Client segmentation and clusterization in order to develop an engine (Recommender system)
