Freelancer profile translated to English.
Back to original languageAbout Taoufiq
Data science engineer, with 6 years of experience in the various fields of artificial intelligence, my area of expertise is NLP (natural language processing) and computer vision. I master the Python programming language with its good practices, and with a good level of professional communication in French and English.
English
Fluent
French
Fluent
Arabic
Native or bilingual
Spanish
Basic
Can work on-site
Paris (up to 50km)
Experience
- Punch PowertrainLead data engineerAUTOMOBILEApril 2023 - Today (3 years and 2 months)Paris, FranceMissions:- Successful integration of data from all programmable logic controllers (PLCs) from 5 production lines into aunified data pipeline.- Development and implementation of data validation and cleaning procedures usinghigh-performance data analysis tools (Pandas, NumPy, etc.).- Design and implementation of an InfluxDB schema optimized for efficient storage and querying oftime series data.- Development of interactive dashboards using Grafana to visualize key production indicators andprovide actionable information to plant managers.- Implementation of a CI/CD pipeline using GitLab CI to automate the creation, testing, and deploymentof new system improvements.- Ensuring continuous support and maintenance for the system, including bug fixes andimplementation of performance improvements
- Crédit Agricole CIBData scientistBANKING AND INSURANCEFebruary 2022 - February 2023 (1 year and 1 month)Guyancourt, FranceMissions :- Analysis of business needs and proposal of solutions- Analysis of existing data, then preparation and processing of datasets necessary for training ML models- Realization of Proofs of concept for state-of-the-art techniques to meet the need for information retrieval in documents- Realization of models based on Transformers (BERT, ALBERT) for Question-Answering and NER tasks- Development of a Topic Modeling module and a web application for extracting interesting topics in articles.- Continuous evaluation of proposed models- Packaging and continuous delivery with octopus deploy- Support and maintenance of applications made
- NovelisData scientistTECHFebruary 2019 - December 2021 (2 years and 11 months)Paris, France
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Education
- Ingénieur data scicenceÉcole nationale des sciences appliquées d'Alhoceima, Maroc2018Python pour les sciences de données Machine Learning Analyse et conception des systèmes décisionnels Enterprise Resource Planning ERP Ingénierie de l’information et des connaissances Business Intelligence et Veille Stratégique Data Mining Gestion de projet et Génie logiciel Crypto-systèmes et sécurité Informatique
Certifications
- Confluent Certified Developer for Apache KafkaThe Apache Software Foundation2020
- Scrum Fundamentals Certified (SFC)CertiProf2020