About me
I started with a simple question: why do so many data systems fail the people who rely on them?
That question led me into data engineering designing pipelines, building platforms, creating the reporting layers that help teams make better decisions. I am early in my career(almost 2 years of Experience), but I have already worked across cloud infrastructure, ML systems, NLP and insurance data, and every project has taught me something new about what data is really for.
Right now I work in motor and property insurance, building pricing intelligence tools and financial reporting systems. It is a complex domain and I enjoy that complexity. But I am genuinely curious about what comes next new industries, new data problems, new ways to make systems that actually work for the people using them.
What I bring
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01
Data Engineering
End-to-end pipeline design ingestion, transformation, orchestration, quality validation. Built for production, not proof of concept.
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02
Analytics & BI
Dashboards and reporting systems that decision-makers actually use operational KPIs, intelligence tools, competitive monitoring.
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03
Cloud & Platform Architecture
Scalable platform design on GCP, AWS and Azure medallion architecture, data lakehouse, federated virtualisation, cost-efficient storage.
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04
Domain Knowledge
Insurance, FinTech, and beyond. I understand what the data represents and why it matters not just how to move it.
Testimonials
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Aaqib Waleed
Senior Data Scientist · Amazon
Souhayla is a highly skilled and dedicated data engineer who excels in designing robust data pipelines. Her problem-solving abilities and proficiency in cloud technologies consistently deliver innovative solutions.
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Aziz Khamjane
Professor · ENSAH Engineering School
Souhayla combines remarkable intelligence with an unparalleled passion for learning. She graduated with honours, which speaks for itself.
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Joynal Abedin
Senior Data Scientist · T-Mobile
Her eagerness to tackle complex challenges and proactive approach to learning are truly admirable. A strong work ethic that will take her far.
