
Ilyas Kamal
Data Scientist
Salary / Daily rate
Paris, France
Freelance, open to permanent contract
Can come onsite
Skills
Languages
About me
Intro
Data Scientist with 3+ years specializing in IoT analytics and smart mobility solutions at leading companies like Michelin and Louis Vuitton. Expert in machine learning, real-time data processing using Azure, Databricks, and PySpark. Deliver actionable insights from complex datasets to drive operational efficiency and innovation.
Work experience
Data Scientist
Michelin
Oct 2023 - Present
3 years 1 month
Hybrid
• IoT Data Analysis: Managed post-reception data from smart sensors in Tesla tires for Michelin, using pandas to extract key insights from raw data. Contributed to continuous sensor improvements through data-driven recommendations. • Smart Mobility Studies: Delivered comprehensive mobility studies to departments in France and the U.S., analyzing the impact of road infrastructure and developing algorithms to detect hazardous driving behaviors. • Utilized tools like Databricks, PySpark, Snowflake, and AzureML to handle complex datasets in the smart mobility sector.
Data Analyst
Louis Vuitton
Apr 2023 - Oct 2023
7 months
03500 Saint-Pourçain-sur-Sioule, France
• Led and managed a data centralization project, improving operational efficiency by consolidating and analyzing data from multiple sources. • Implemented data exploitation strategies to identify trends, goodpractices, and opportunities for improvement, contributing to more informed decision-making within the workshop. • Coordinated the continuous improvement of operational processes, building a robust knowledge base that enhanced operations and drove innovation across the organization, by leveraging the digitalisation of the pass on knowledge.
IoT Data analyst
STMicroelectronics
May 2022 - Aug 2022
4 months
Bouskoura, Morocco
• Led the enhancement of an Electrostatic Discharge (ESD) monitoring network using the Six Sigma DMAIC methodology. • Implemented real-time wireless data collection from over 700 operators, improving ESD monitoring capabilities. • Developed a desktop application with SQL database integration, enabling managers to generate customized ESD reports. • Designed and deployed a machine learning model to detect and prevent attempts to bypass the ESD detection system, ensuring system integrity.
Exploit technician
EDF
Jun 2021 - Aug 2021
3 months
77130 Montereau, France
Monitored the interventions of subcontractors, when maintaining or repairing the power plant's equipment. Supervised the digitization of the power plant's surveillance system.
Education
Polytech Orléans
Master of Engineering - MEng
2020 - 2023
2 years 9 months
Université du Québec à Chicoutimi
Exchange semester
2022 - 2022
5 months
Groupe Scolaire La Résidence
Classe préparatoire aux grandes écoles
2018 - 2020
1 year 9 months
Portfolio

Bus Safety & Crash Visualization Tool
