Egemen Zeytinci
Application Architect
Istanbul, Istanbul, Turkey
Summary
👤
Senior🎓
Top SchoolEgemen Zeytinci is an Application Architect and seasoned machine learning engineer with nine years of experience building end-to-end ML solutions across fintech, logistics, and insurance domains. He has led teams and productionized models—from warehouse workload prediction and TOPSIS-based efficiency scoring to OCR, liveness detection, and residual-value forecasting—while building data pipelines and dashboards to close the loop on model impact. Comfortable across the stack, he combines Airflow-driven ETL, vector DBs (Milvus), LLM tooling (LlamaIndex, vLLM), and React/Streamlit frontends to turn prototypes into operational products. Colleagues rely on him for clean, maintainable code and practical performance improvements such as daily-update models and outlier-stable predictions. Based in Istanbul, he brings a pragmatic blend of hands-on engineering, cross-functional collaboration, and a curiosity for applying prompt engineering and retrieval systems to real business problems.
8 years of coding experience
8 years of employment as a software developer
Bachelor's degree Computer Engineering, Bachelor's degree Computer Engineering at Sakarya University
Stackoverflow
2,679reputation
165kreached
57answers
17questions
pandas
top-5%
python
top-5%
Github Skills (97)
r9
pandas9
openai-api9
chatgpt-api9
chatbot9
python9
content-based-recommendation9
reverse-engineering9
missing-data9
gpt8
readable8
lightgbm8
imputation8
gradient8
chatgpt8
Programming languages (5)
Github contributions (5)
egemenzeytinci/foxandbox
Sep 2021 - Feb 2025
Content based movie recommendation system
Contributions:4 reviews, 86 PRs, 101 pushes in 3 years 6 months
pythonflaskmovierecommendationrecommendation-system
egemenzeytinci/readmrz
Mar 2022 - Dec 2022
Machine readable zone reader on ID cards https://pypi.org/project/readmrz
Contributions:54 commits, 11 PRs, 13 pushes in 9 months
machine-readable-zonezonemrz-scannerpythonpip
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