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Fatima ezzahra Wankida

@fatimaezzahrawankida

Data Engineer at NgC GmbH, expanding Diag2Go’s automotive diagnostics knowledge base with 2,700 manuals from 24 manufacturers.

France

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What I'm looking for

I'm seeking a permanent (CDI) Data Engineer position and am available immediately.

At NgC GmbH on the Diag2Go project, I extended an automotive diagnostics RAG platform to a multi-OEM corpus, ingesting 2,700 manuals from 24 manufacturers. I also structured 2,047 manufacturer-specific diagnostic trouble codes and benchmarked multilingual embedding models.

At LORIA Laboratory (ENSEM), I designed an end-to-end streaming OBD-II telemetry pipeline with Kafka, with processing for validation, cleaning, enrichment, and anomaly detection. I orchestrated the pipeline with Airflow and dbt and structured its storage using a medallion architecture.

Experience

Work history, roles, and key accomplishments

Data Engineer Intern

NgC GmbH

Apr 2026 - Oct 2026 (6 months)

Extended the knowledge base to a multi-OEM corpus with 2,700 manuals and 2,047 DTCs. Benchmarked multilingual embedding models and delivered a confidence guardrail and repair cost estimator.

Python PostgreSQL Pgvector RAG Mistral Embeddings Web Scraping

Data Engineer Intern

LORIA Laboratory (ENSEM)

Jun 2025 - Sep 2025 (3 months)

Designed an end-to-end streaming OBD-II data pipeline with Kafka. Developed processing including validation, cleaning, enrichment, and anomaly detection, with medallion architecture storage and orchestration.

Python Kafka Docker GCP Cloud Storage BigQuery Airflow DBT Terraform GitHub Actions Streamlit

Education

Degrees, certifications, and relevant coursework

National School of Electrical and Mechanical Engineering (ENSEM)

Engineering Degree (equivalent to a Master of Science), Digital Systems

2023 -

Pursuing an Engineering Degree in Digital Systems, equivalent to a Master of Science, with coursework in data analysis, machine learning, and distributed systems.