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- VELMENI AI (Remote)Senior Data EngineerMEDISCHE SECTORjanuari 2025 - Vandaag (1 jaar en 5 maanden)Sunnyvale, Verenigde StatenMission – Automated data preparation and scalable ETL pipelines for AI-ready 3D medical datasets:-> Data Engineering – Built automated ETL pipelines (Python, APIs) to orchestrate 20TB+ of 3D medical datasets, ensuring strict synchronization between raw scans and their corresponding annotations.-> Cloud Architecture – Orchestrated secure data ingestion from Dropbox API to AWS (S3), implementing a Medallion architecture to structure raw scans into analytics-ready layers.-> Data Quality & QA – Designed a validation framework using PyTest to automate integrity checks for both 3D volumetric data and metadata, reducing anomalies by 80% before AI training.-> DevOps & Infrastructure – Streamlined delivery using Docker and CI/CD pipelines, improving team delivery speed by 60% while ensuring 100% reproducibility of AI development environments.-> Reliability Testing – Architected end-to-end test suites with Selenium to validate data flow from backend processing to medical UI visualization.
- FreelanceConfirmed Data EngineerHIGHTECHnovember 2023 - december 2024 (1 jaar en 1 maand)Liège, BelgiëMission – Designing and industrializing scalable data architectures and migrating legacy systems to the cloud:-> Cloud Migration – Engineered distributed ETL/ELT pipelines to migrate legacy Oracle databases to Snowflake and Databricks, ensuring zero-downtime and full data consistency.-> Data Modeling – Modernized transformation layers by replacing monolithic stored procedures with modular Star Schema data models using dbt and PySpark to improve maintainability.-> Performance & Cost Ops – Optimized Snowflake and Databricks compute resources via partitioning and clustering strategies, reducing query latency and cloud costs by 35%.-> Platform Automation – Built CI/CD workflows with Jenkins and Docker on Linux (Red Hat), automating environment provisioning and increasing operational efficiency by 30%.
- OpenSalesSalesforce DeveloperCONSULTANCY & AUDITINGseptember 2022 - mei 2023 (8 maanden)Liege, BelgiëMission– Engineering scalable Salesforce data models and custom Apex/LWC logic to automate workflows:-> Data Modeling – Designed Salesforce data models aligning business KPIs, enabling reporting and analytics.-> Process Automation – Automated ETL workflows within Salesforce, ensuring data integrity and analytics.-> Reporting & BI – Built dashboards with SOQL for analytics and reporting, improving pipeline visibility.
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Opleidingen
- Software Engineer (Business Intelligence)National School of Applied Sciences of Al-Hoceima2017• Data Architecture & BI: SQL, Database Design (Oracle/MySQL), ETL Processes, Data Warehousing, Data Mining. • Software Development: Python, Java (J2EE), C++, Advanced Algorithms & OOP. • Big Data & AI: Distributed Systems, Big Data Ecosystems, Machine Learning foundations.
- Ph.D. in Computer Science (Discontinued)Faculty of engineering - University of Mons2021Topic: “ Breast Cancer Response Prediction using Artificial Intelligence and Radiomics ”
Diploma's
- Salesforce Certified AdministratorSalesforce2022
- Salesforce Certified Platform Developer ISalesforce2023