I am a French Datascientist and Machine Learning specialist.
Technologist Expertises :
Machine Learning scripting
Business field expertises :
Smart - cities
Problematic: Define customer value based on their data consumption and browsing specificities
Cleansed a very large data set containing almost a billion rows and hundreds of columns
Applied a segmentation of customer behavior using mobile web logs data & CRM data
Applied a life time value algorithm using Pareto/NBD model
Problematic: Process unstructured data and analyze correlation with Financial assets
Applied topic extraction techniques in an unsupervised environment and correlate to stock market
Designed Python algorithm to analyze large dataset of tweets with a special focus on Information propagation and virality.
Problematic: Define a web application to monitor building’s consumption across the country
Crossing data over 25 different data sets - Energy, IoT, Open Data, etc
Defined relevant KPIs and designed building monitoring model Information propagation
Developed a Smart Grid web application with costumed Dataviz