
Luis BLANCHE
Machine Learning Engineer
Salary / Daily rate
Paris, France
Freelance
Remote only
Skills
Languages
About me
Intro
I have been working with Python for about 10 years, gaining experience in various settings, from state organizations to small startups. I can fit into all kinds of teams. I have a proven record of bringing machine learning projects to production. I can work on all types of data but my expertise lies in time series, geospatial data and natural language processing (generative AI)
Work experience
Senior Data Scientist / Machine Learning Engineer
Freelance
Jun 2023 - Present
3 years 5 months
Remote
Current Missions - LLM applications to E-Commerce at Mirakl - Data Science Advisor for Maki People
Developer and responsible for partnerships (open source)
CodeCarbon
Jan 2024 - Present
2 years 10 months
Remote, OR 97458, USA
Volunteer for the development of CodeCarbon, I am also responsible for handling our partnerships
Travel
Career Break
Dec 2022 - Jul 2023
8 months
Central, SC 29630, USA
Backpacking accross central america
Lead Data Scientist
Dataswati
Jan 2021 - Nov 2022
1 year 11 months
Working on AI developments for PowerOP, DataSwati's homemade software. Our goal is to help optimize food processing industries to diminish waste and enable better control over the processes using data and explainable AI.
Quantmetry
Nov 2017 - Jan 2021
3 years 3 months
Paris Area, France
Senior Data Scientist / Machine Learning Engineer
Jan 2020 - Jan 2021
1 year 1 month
Paris Area, France
Consulting for big french companies Machine Learning and Data Engineering Geospatial Data specialist Active member of the AI Product R&D department Missions : - Insurance: architecture scoping of an e-mail and electronic management system from a monolith to a choreographed microservices architecture - Public sector: scraping of thousands of public documents and training of a Named Entity Recognition Model - Insurance: machine learning engineering and code support for a Datalab with multiple use-cases - Automotive: connected vehicle lead data scientist on multiple mobility projects - Telecom: fiber optics optimisation (graphs) - Industry: pattern detection on time-series - Web: topic modelling and vectorisation of medical articles
Data Scientist
Jul 2018 - Jan 2020
1 year 7 months
Paris, France
Skills: Creative Problem Solving · Git · Communication
Junior Data Scientist
Nov 2017 - Jul 2018
9 months
Paris Area, France
Skills: Creative Problem Solving · Git · Communication
Machine Learning Engineering Instructor
Yotta Academy
Mar 2020 - Jul 2020
5 months
Paris, France
Responsible for de DevOps/MLOps module
Simulation and modeling project manager
Direction Generale de l'Aviation Civile
Feb 2014 - Nov 2017
3 years 10 months
Région de Paris, France
Airport capacity assessment involving modeling and simulation tools such as CAST aircraft or CAST Terminal and data analysis -Impacts of the implementation of a perimeter taxiway at Paris CDG -Security checkpoint micro-simulation -Statistical analysis of runway lateral deviations -Creation and management of a ground trajectories database - Runway occupancy time analysis for Paris Orly single runway operations
Intern
Ifsttar
Nov 2013 - Jan 2014
3 months
Région de Paris, France
Bike-sharing systems data analysis : comparison of the cases of Paris and London. This project objective was to confront socio-economic and bicycle-sharing schemes data using statistical regressions in order to see what drives the demand for bikes in the two cities. The question beyond this was to know if it was possible to build a model to estimate the demand for bike-share in a new city in order to design new bike-share schemes. It appeared that, although some drivers for the demand were common to both London and Paris, the full picture of what creates the demand in a given city is as expected highly correlated to its socio-economic characteristic.
Education
Imperial College London
Master of Science (MS), Transport
2012 - 2014
2 years
Grade: Merit
Attended courses : Transport and its environment Quantitative Methods Transport Engineering & Operations Transport Demand and its Modelling Transport Economics Transport Policy Quantitative Techniques For Transport Engineering And Planning Advanced Transport Modelling Intelligent Transport Systems Ports and Maritime Transport
Ecole nationale des Travaux publics de l'Etat
Diplôme d'ingénieur, Ingénierie des transports
2010 - 2014
4 years
Civil engineering Project planning Transportation
Lycée Thiers
Classes Preparatoires aux Grandes Ecoles, Mathematics and Physics
2008 - 2011
3 years
Licenses & certifications
Spécialisation Advanced Machine Learning with TensorFlow on Google Cloud Platform
Issued: Aug 2020
Data Engineering on Google Cloud Platform
Issued: Dec 2018