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Aymane Boumaaza

@aymaneboumaaza

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Senior Data Scientist modernizing data platforms and building high-impact ML/GenAI solutions.

Morocco

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What I'm looking for

I’m looking for a Senior Data Scientist role where I can modernize data platforms, build ML/GenAI products (including RAG), and deliver clear improvements in accuracy, reliability, cost, and time-to-information.

I’m a Senior Data Scientist who stabilizes and modernizes production data platforms while delivering measurable business value through ML and GenAI. At InnovX (OCP Group), I led a team of 3 data engineers to redesign ingestion/orchestration and data modeling for a legacy Microsoft Fabric platform, improving reliability, scalability, and cost efficiency.

I build end-to-end analytics and ML capabilities—from satellite-imagery models (93% detection accuracy for regenerative agriculture) to enterprise RAG knowledge systems that reduce time-to-information and boost internal productivity. Previously, I delivered a real-time fraud detection platform processing 1M+ daily transactions and improved Apache Spark workflows by 45+ minutes, while cutting compute usage by 15%. I’m also hands-on with data quality monitoring, ingestion/transformation CI/CD, and mentorship to help teams ship dependable data products.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Scientist

Current

InnovX (OCP Group)

Sep 2023 - Present (2 years 9 months)

Led a team of 3 data engineers to stabilize and modernize a legacy Microsoft Fabric data platform by redesigning ingestion/orchestration and data modeling to improve reliability, scalability, and cost efficiency. Built satellite-imagery ML models (93% detection accuracy) and an enterprise RAG knowledge system to reduce time-to-information for internal teams.

Microsoft Fabric Data Ingestion Data Orchestration Data Modeling Satellite Imagery ML Machine Learning Retrieval Augmented Generation (RAG)Team Leadership Cost Optimization

Data Consultant

OCTO Technology

Jul 2022 - Aug 2023 (1 year 1 month)

Built a real-time fraud detection platform processing 1M+ daily transactions, preventing $30K+ monthly fraud. Optimized Apache Spark workflows (45+ minutes faster, 15% lower compute), productionized 10+ ingestion/transformation workflows with monitoring and CI/CD, and delivered a text-to-SQL chatbot for self-service analytics.

Apache Spark Real Time Fraud Text To SQL CI CD Monitoring Data Pipeline Engineering

Data Consultant (Part Time)

Elham

Apr 2022 - Jun 2022 (2 months)

Designed and implemented an AWS data warehouse architecture (S3/Glue) enabling KPI reporting across the organization and clients. Optimized AWS Glue ETL to cut monthly cost by 60% ($1800 → $600) and improve runtime by 50% (2h → 1h), delivering KPI dashboards with automated data quality checks.

AWS Glue Amazon S3 Data Warehouse ETL KPIs Data Quality Amazon Web Services (AWS)