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Click here or scroll down to respond to this candidateCandidate's Name
Chapel Hill, North CarolinaPHONE NUMBER AVAILABLE EMAIL AVAILABLELinkedIn - GithubPROFILEExperienced business and data analyst with a strong background in developing algorithms, data architecture, and predictive maintenance. Having worked at Ford Otosan, a joint venture of the Ford Motor Company, I have honed my skills in SQL, Spark, and Python. I possess full work authorization in the United States. EXPERIENCEFord Otosan, Data Analyst, Istanbul, Turkiye 2023 Apr 2024 Jun Involved in developing algorithms and ad-hoc analysis in Python, SQL, and Spark. Developed algorithms to detect the vehicles at risk of breakdown in advance. Visualized data with Plotly and KeplerGL for the requested ad-hoc analyses. Contributed to data architecture and analysis in the newly created VSOC team. Eti Gda, Business Analyst, Istanbul, Turkiye 2022 Feb 2023 Apr Streamlined processes by identifying business rules, steps, and key stakeholders globally. Managed system maintenance by validating employee data through SQL queries. Eti Gda, Project Intern, Remote 2021 Jul 2022 Feb Optimized safety stocks with Python, reducing levels by an average of 15% without stockouts. TKIS Blinds, Production Systems Intern, Istanbul, Turkiye 2020 Jun 2020 Jul Achieved significant stock cost reduction through an Economic Order Quantity project. Samet Smart Drawer Systems, Production Systems Intern, Tekirdag, Turkiye 2020 Jan 2020 Feb Designed a new layout for 42 plastic montage machines, resulting in 60% improvement in material transport efficiency.PROJECTSTrading Strategies Development, Personal Project, Github Repository 2024 Jun Present Implementing and testing trading strategies based on concepts from books using Python. Developing backtesting algorithms to assess strategy performance on historical data. Github RepositoryKoc University & Trendyol, Final Project, Istanbul, Turkiye 2021 Sep 2022 Jan Developed a data pipeline encompassing preprocessing, feature engineering, forecasting, and metric evaluation. Applied data wrangling, statistical feature engineering, and visualization in Python; implemented forecasting methods and ensembled machine learning models. Forecasted sales for 5 million products using 10 numerical and 6 categorical features. Eti Gda, Project Intern, Remote 2021 Jul 2021 Oct Optimized safety stock by sampling top-selling products and 20 major distributors. Presented a novel method of calculating safety stock levels to over 180 employees. EDUCATION & AWARDSKoc University, College of Engineering, Istanbul, Turkiye 2017 Sep 2022 Feb Industrial Engineering, Data Analytics TrackGPA 3.06/4.00Received the Vehbi Koc Award for academic excellence Kultur High School, Istanbul, Turkiye 2013 Sep 2017 Feb GPA 4.78/5.00Class of 2017 ValedictorianPUBLICATIONS Mumcuoglu, M. E., Farea, S. M., Unel, M., Mise, S., Unsal, S., Cevik, E., Yilmaz, M., & Koprubasi, K. (2024). Detecting APS failures using LSTM-AE and anomaly transformer enhanced with human expert analysis. Engineering Failure Analysis, 165, 108811. https://doi.org/10.1016/j.engfailanal.2024.108811 LANGUAGES Turkish (Native) English (Fluent) Spanish (Beginner) SKILLS Python Spark SQL R Databricks Microsoft AzureACTIVITIESTrendyol Data Science Bootcamp, Participant, Istanbul 2022 Jan 2022 Feb Attended training covering recommendation engines, ending with a capstone project. Ko University Ravendo Electric Car Team, Sponsorship Team Member, Istanbul 2019 Sep 2020 Sep Provided sponsorships by forming collaborations with companies. Ko University Rowing Team, Member, Istanbul 2017 Sep 2018 Sep Participated in rowing races around Turkiye. |
