Göktuğ Aşcı is a Senior Data Engineer with 9 years of experience building full-stack, cross-platform data and ML systems, currently based in Berlin. He has co-founded multiple startups and led technical strategy that scaled healthcare platforms to thousands of patients and tens of specialists, while also driving modern data stack migrations that enabled autonomous squads and 5x faster feature delivery. His work spans end-to-end pipelines, data warehouses and lakehouses, CI/CD for ETL/ELT, and annotation platforms that boosted labeling efficiency by 300%, reflecting a rare blend of clinical domain insight and production-grade engineering. At DocOrbit and HelloBetter he combines product-led development with AI-enhanced workflows for medical decision support, and his background in medicine and philosophy informs pragmatic, user-centered data solutions.
8 years of coding experience
5 years of employment as a software developer
Doctor of Medicine - MD Medicine, Doctor of Medicine - MD Medicine at Istanbul University
Doctor of Medicine - MD Medicine, Doctor of Medicine - MD Medicine at University of Antwerp
Master of Science - MS Business Analytics and Big Data, Master of Science - MS Business Analytics and Big Data at IE Business School
Using a NoSQL database benefits when you need just one type of database object with varying fields. For example, a noun has "artikel" and "plural" fields whereas a verb has a "perfect" field. With NoSQL, instead of defining two models ("noun", "verb"), it is enough to define just one "word" model since the entries can accept different types of fields just like a JSON object.
Contributions:25 commits, 5 PRs, 67 pushes in 28 days
verbpythontype-offlasknosql-database
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