Türkiye
Senior Data Analytics Specialist with a background in Chemical Engineering, specializing in data-driven optimization, machine learning, and industrial analytics. Experienced in developing predictive models, computer vision applications, and decision-support dashboards to improve operational efficiency and strategic decision-making. Proven track record in leading and contributing to cross-functional projects in refinery and petrochemical environments, delivering measurable business impact.
• Medicine Stock Management Application: Built a desktop-based application for efficient medicine inventory tracking using computer vision and database integration. • Gas Station Tank Volume Calibration: Designed a hybrid data-driven and physics-based calibration model for fuel storage tanks, eliminating the need for third-party calibration consultants (~100K USD/year saving expected). • Speed Violation Detection Algorithm (Road Safety Tracking Tool): Implemented an automated algorithm to detect speed violations from large-scale vehicle data. • Gantt Chart Algorithm for TMO Dashboard: Created a Python-based algorithm to automatically generate project timelines for a Power BI dashboard used to track technology projects. • ML101 Training for Technology Team: Delivered a half-day training covering fundamentals of programming and the history of machine learning, along with core ML concepts and algorithms. Included a hands-on implementation of price prediction using Linear Regression on the Boston House Price dataset. • HR Discipline Board (PowerBI): Designed dashboards to generate actionable insights from disciplinary data, supporting senior management in monitoring trends and informed decision-making. • Strategic Value Dasboard (PowerBI): Designed dashboards to provide actionable insights for senior management and managers, supporting data-driven project prioritization and strategic decision-making. • PETKİM Price Forecasting: Developed time series and machine learning models for price forecasting.
• Contributed to RPBU GPT project by actively participating in end-to-end project tracking and data collection and preparation processes. • Tracked on project development of AROM Oil Pour Point Prediction & Ethylene Furnace Optimization Monitoring (EFOM).
• Facilitated the adoption of agile methodologies across factory- and unit-based teams • Identified and developed value-generating projects spanning operations to commercial functions • Formed and led cross-functional teams, guiding projects from ideation to maturation • Advanced projects through feasibility and financial evaluation stages and presented to senior management (~20 projects and ~10M USD/year saving)