Istanbul, Türkiye
Experienced Data Scientist with 8+ years of experience and a strong foundation in machine learning, optimization, and data analytics. Skilled in developing machine learning models, optimizing processes, decision making and delivering data-driven solutions that boost business performance. I have led numerous end-to-end projects, from data collection to A/B testing, ensuring actionable insights and successful outcomes. Proficient in Python, SQL, and CPLEX optimizer, with experience in SAS, Google OR Tools and knowledgeable in cloud services like AWS.
- Lead advanced analytics, ML, and optimization initiatives across the organization. - Translate business strategy into scalable data science and OR solutions.
- Own end-to-end machine learning and optimization projects from problem definition to deployment. - Work closely with business teams to deliver measurable impact.
- Built predictive models including demand forecasting, segmentation, propensity & crosssell, and LLM-based risk detection. - Designed LP/IP/MIP optimization models for supply chain and production problems, including pricing, routing, sequencing, and resource allocation. - Delivered production-ready analytics and actionable insights for business stakeholders.
- Conducted HR analytics, workforce forecasting, and scenario analysis using SAP data. - Analyzed business processes and defined data-driven improvement opportunities. - Supported management decisions through analytical reporting and strategic insights.