Şevki Yöntem

AI ML Engineer at YOC

Ankara, Ankara, Turkey
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Summary

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Senior
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Top School
Şevki Yöntem is an AI/ML Engineer with 11 years of experience building large-scale, high-performance data systems across trading, AdTech, and geospatial analytics. He architects end-to-end data lifecycles—schema design, governance, pipelines, and performance tuning—delivering measurable impact like 20% cloud cost savings and a 40× speedup in spatial queries. Skilled in Python, SQL, Spark, Kafka, Airflow, Redis and cloud platforms (AWS/GCP), he turns complex workflows into reliable, production-ready pipelines and self-serve analytics. As a founder of the FFAutomaton open-source community he applies automation to personal finance tooling, blending product thinking with systems engineering. His background in Cognitive Science and Industrial Engineering informs a data-driven, human-centered approach to ML feature design and validation. Based in Ankara, he thrives where technical depth meets strategic business outcomes, especially in latency-sensitive and geospatial domains.
code11 years of coding experience
job11 years of employment as a software developer
bookAntalya Yusuf Ziya Öner Fen Lisesi
bookAntalya Anadolu Lisesi
bookMaster of Science (M.Sc.), Cognitive Science, Master of Science (M.Sc.), Cognitive Science at Orta Doğu Teknik Üniversitesi / Middle East Technical University
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Stackoverflow

Stats
346reputation
25kreached
9answers
0questions
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Github Skills (51)

jupyter-notebook10
technical-indicators10
trading9
trading-algorithms9
pinescript9
pandas-ta9
dataframe9
finance9
pandas8
kepler8
geospatial8
visualization8
large-scale7
gis7
scale7

Programming languages (4)

TypeScriptJavaScriptHTMLPython

Github contributions (5)

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FFAutomaton/trade-logic

Feb 2022 - Jan 2023

Contributions:76 commits, 10 PRs, 302 pushes in 11 months
Contributions:10 pushes, 1 branch in 1 year 8 months
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Şevki Yöntem - AI ML Engineer at YOC