London, England, United Kingdom
Sports Analytics YouTube Channel: https://youtube.com/@ekrembayar
• Leading and managing analytical projects to support decision-making across the club. • Designing and maintaining reproducible analytical pipelines for scouting department. • Collaborating with technical staff to develop and optimize data solutions. • Collecting, processing, and integrating data from APIs and web sources. • Managing and structuring databases to enhance data accessibility and usability. • Enriching football data through advanced analytics and modeling. • Developing and deploying interactive web applications using R Shiny & ShinyProxy. • Containerizing and orchestrating data projects for scalability and efficiency. • Producing tailored reports and insights for the first team, scouting department, and executive management. • Digitalizing and optimizing the scouting workflow to improve efficiency. • Establishing a structured scouting database to track global player development. • Supporting short-, mid-, and long-term squad planning through data-driven insights.
I worked on Twisting Optimization project and adapted it which was already completed at the İzmit Kordsa factory in Turkey for the Indonesia Kordsa factory. • In order to track the consumption energy of the twisting machines and production and also detect anomalies, I built a dashboard with R Shiny.
I conducted ML projects for Automotive, Restaurant, Energy and Finance sectors under Doğuş Group such data analytics projects: • Outlier Implementation for Doğuş Automotive • Dealer Collection Estimation: VDF (Volkswagen Doğuş Finansman) • Customer Collection Estimation: VDF (Volkswagen Doğuş Finansman) • Automatic Order Planning for D.ream Restaurants • Time Series Analysis for Doğuş Energy • Building dashboards with R Shiny • Data Visualization
• I built a data analysis and reporting tool with R Shiny for IRSF.
• I built a data visualization tool with R Shiny for R&D and Advertising departments.