Freelancer profile translated to English.
Back to original languageAbout Malek
Expert in data science, machine learning and artificial intelligence, I help companies design intelligent solutions, from strategy to production. I am open to new stimulating missions where innovation and business value meet.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- SGS FranceLead AI & Data ScientistCONSULTING AND AUDITSMarch 2019 - Today (7 years and 5 months)Paris, FranceCo-founder and leader of the AI and Data Science team. Cross-functional team for support and strategic consulting for the 50 subsidiaries of the SGS group.- AIDoc-v2 Project:Lead and develop an AI agent (RAG) for support for 40 applications. Responses are built from documentation, web searches, or redirected to a human expert.Impact:-63% of tickets handled by the DEV team.- Airchiver Project:Lead and develop an AI agent with OCR for ingesting and archiving 58,000 invoices covering 26 formats and 8 languages.Impact:80% of invoices correctly archived.- Smart Price Project:Lead and develop demand forecasting models for 2000 car diagnostic centers. Developed for "controlissimo.fr".Impact:Sales increase of 9%.- VisualAI Project:Lead and develop VisualAI. Computer vision for detecting bacteria of total mesophilic aerobic flora and Legionella bacteria from high-resolution microscopic images.Impact:Sale of 8 units for $160K- Workshop:Train junior data scientists on Microsoft AzureML.Impact:Strengthening team skills.- Merlin-v2 Project:Lead and develop the Merlin-V2 project, machine learning models for classifying engine oil for "Vernolab".Impact:50% to 74% automation and $500K in profits.
- SGS FranceData ScientistTRANSPORTATIONMarch 2018 - March 2019 (1 year)Paris, FranceFirst data scientist to join the SGS group, tasked with deploying AI/ML projects and democratizing this technology.- Smart Planner Project:Design and development of ML models using RNNs and autoregressive models for sales forecasting in 500 driving test centers. Developed for "objectifcode.sgs.com".Impact:14% reduction in operational costs.- Data Hoover Project:Development of a data collection and aggregation tool for comparative analysis and market segmentation. Developed for "objectifcode.sgs.com".Impact:Support for the company's strategic decisions.
- EuranovaData ScientistDIGITAL AND ITSeptember 2016 - November 2017 (1 year and 2 months)Tunis, TunisiaData science consultant and member of the R&D team, primarily active in the Belgian market.Player Profiler Project:Develop machine learning models to estimate player expertise on the platform, categorizing them as experienced, intermediate, and beginner. Developed for gaming1.com.SweetSpot Shop Project:Model the location data of Brussels stores using graph theory to explore commercial trends and discover customer relationships with stores. Developed for "City of Brussels".
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Education
- Computer Engineering DiplomaESPRIT: Higher Private School of Engineering and Technology2016
Certifications
- Professional Machine Learning EngineerGoogle2022
- Statistics with Python SpecializationCoursera2020