Freelancer profile translated to English.

Description

10 years of experience in development, machine learning, big data and as CTO. Contact me if you are looking for a developer with a global vision of machine learning and data science technologies, with a strong ability to put projects into production.

I can help you to:

- make the right technical choices for your data science projects

- implement robust tools and methodologies to professionalize your data science efforts

- industrialize and put your machine learning projects into production

- bridge the gap between your data science, development, and DevOps teams

I am available for consulting, auditing, and implementation missions.

Passionate about technology, curious, and naturally engaging, I am interested in working with companies of all sizes, from startups to large corporations.

Experienced in team management and development roadmap steering, I will be able to adapt to your teams, understand their needs, and help them achieve their goals and aspirations.

Languages

French
Native or bilingual
English
Native or bilingual
Polish
Conversational
German
Conversational

Workplace preferences

Can work on-site

Paris (up to 10km)

Datapred
CTO
SOFTWARE PUBLISHING
May 2016 - Today (10 years and 1 month)
Paris, France
- Development and steering of Datapred's technical roadmap
- Management of a team of five developers and data scientists
- Development of Datapred Forecasting, a comprehensive Python library for time series machine learning
- Development of Datapred Propeller, a framework for rapid deployment of machine learning applications in production
- Development of PoCs and production deployment of numerous client machine learning projects
- Implementation and management of Datapred's technical tools and processes:
. - AWS, GCP, and OVH cloud infrastructure
. - Continuous integration and deployment with Gitlab
. - Packaging and distribution of Pip and Conda packages
. - Python code compilation with Cython
. - Kubernetes experimentation and deployment environment
Machine Learning Data Science Python Team Management DevOps Continuous Integration Docker Gitlab Git Data Visualization Kubernetes Cython Conda TensorFlow Scikit-learn Project Management Linux Cloud Computing Google Cloud Amazon Web Services Microsoft Azure OVH Time Series Back-End Development Pandas Xarray SQL Django Dask
GENES - INSEE
Head of Data Science
PUBLIC SECTOR
April 2014 - May 2016 (2 years and 1 month)
Paris, France
Head of the data science and big data unit within the CASD (Secure Access to Data Center)

- Construction of a highly secure big data cluster from scratch, from hardware to user applications
- Operation and administration of the cluster for various research projects or proofs of concept
- Consulting and support for client projects
- Development of data science applications
- Management of the big data unit
- Project management and prospecting
Big Data Data Science Hadoop Team Management Python Hardware DevOps Linux Infrastructure Spark Apache Spark MLlib Git Security Data Visualization Cloudera CDH Training
Autoentrepreneur
Self-employed
CONSULTING AND AUDITS
February 2015 - May 2016 (1 year and 3 months)
Paris, France
- Security audit of the MUSES big data application at the Banque de France
- Trainer for CEPE, continuing education center of ENSAE-ENSAI
Hadoop Security Big Data Consulting Audit Training

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Engineer
Ecole Centrale Paris
2011
Master's Research, Applied Mathematics
Ecole Polytechnique de Montréal
2011

Alexandre M.

CTO / Machine Learning / Data Science / DevOps

About Alexandre

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