À propos de Ilias
Skilled in selecting and shaping the right data, with extensive experience handling sensitive and business-critical datasets.
Strong ability to translate business needs into robust data models through cross-domain knowledge.
Anglais
Bilingue ou natif
Néerlandais
Bilingue ou natif
Français
Bilingue ou natif
Japonais
Capacité professionnelle limitée
Allemand
Capacité professionnelle limitée
Accepte de travailler sur site
Libourne (jusqu’à 50 km)
Expériences
- DataScientestData Engineer - Project Jobmarket AnalysisEDUCATION & E-LEARNINGjanvier 2024 - janvier 2025 (1 an)ETL w/BS4, JQ, Pandas -> Elasticsearch & Neo4j ->Docker / FastAPI /DataViz / MLScikit :✓ Scrape job ads from The Muse and Adzuna and format data into csv files (Python,BeautifulSoup, Pandas, Jason / JQ, …)✓ Perform final transformations before loading into an Elasticsearch database✓ Load the ESCO skillset database into Neo4j and build relations betweenoccupations, skillsets and skills✓ Via cong and use of NLP, extract skills from the job description, merge with skills from Neo4J skills db and add the info in Elasticsearch✓ Manage and automate with Docker and Airow✓ FastAPI frontend for queries and ML with scikit-learn, matplotlib, etc.
- AGFA Healthcare,Oracle & Unix Support Engineer for PACSjanvier 2011 - janvier 2021 (10 ans)Bordeaux, France✓ Top Performer of France PACS Support in health critical environments, incollaboration with international support(EMEA, NA, ASPAC)..• 70% healthcare data manipulation (databases, pipelines, storage: on premise and DWH)✓ Full PACS environment recovery after a disk array crash deleting all VMs and data due to a bug in HP firmware.✓ Successfully implemented, tweaked and supported HL7 and DICOM datapipelines✓ Acquired a L2 expertise level, act as a referent for my colleagues and train or help them.• EMEA Oracle BI Expert• Knowledge allowing to deliver quality support on multiple levels: ETL, DB, OS,virtualization, storage, network, soft- and hardware.
- Fujifilm Electronic MaterialsData Engineer - Network/IT EngineerHIGH TECHjanvier 2004 - janvier 2006 (2 ans)Saint-Fromond, FranceProject ACID: Automated Certificate and Information Delivery✓ From 0 to 100% automation of the delivery of chemical purity certificates tocustomers (AMD, Samsung, ...) via automated ETL and self developed securedwebsite.
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Formations
- Master of Data EngineerEcole des Mines de Paris PSL2025Master of Data Engineer
- Master of Information System Design3i Limoges2009Master of Information System Design
Certifications
- AirflowMines de Paris / DataScientest2025
- SnowflakeMines de Paris / DataScientest2025