Ilyas Kamal

Data Scientist

Salary / Daily rate

Paris, France

Freelance, open to permanent contract

Can come onsite

Skills

PythonMachine LearningData Analysis

Languages

ArabicEnglishFrench

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.

Links

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

Graph-Based Deep Learning Risk Prediction Model & Dashboard

The best place to find your next move

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