Istanbul, Türkiye
Co-founder at Hilbert. Building the world's first generalizable AI-native growth infra at Hilbert, where we’re redefining how companies dominate their industries through cutting-edge AI and Deep Learning. By combining deep learning algorithms (prediction at scale) with LLM-based applications (execution at scale), we close the loop between insight and action. I enjoy learning and thinking about stuff.
Building the world's first generalizable AI-native growth infra at Hilbert, where we’re redefining how companies dominate their industries through cutting-edge AI, combination of Deep Learning and LLM based applications.
Designing and implementing LLM-based products Backend Development Team Leadership CI/CD Pipelines Cloud Infrastructure & DevOps Observability (Newrelic, Langsmith)
Designed and implemented high-performance vehicle routing and order assignment systems powering Getir and GetirMore operations — responsible for real-time order acceptance, courier assignment, and estimated delivery time (EDT) predictions at scale. Vehicle routing & assignment formulated as linear optimization problems, balancing courier utilization, delivery SLAs, and fleet capacity in real time Real-time decisioning infrastructure handling order flow at Getir's operational scale with sub-second latency requirements Future-aware assignment — integrated ML models predicting each online customer's order conversion probability, enabling the optimizer to reserve capacity for likely conversions rather than greedily assigning on current state alone Estimated delivery time (EDT) models surfaced to customers pre-checkout, main page and used internally as a core input to routing decisions
Led a team of 8–10 data scientists building and shipping production ML systems across Getir's global business lines Getir (TR/EU/US), GetirMore, GetirWater, and GetirJobs owning the full lifecycle from raw data to deployed models driving measurable growth in engagement, retention, and revenue. Churn & LTV prediction powering retention strategy and marketing spend allocation (across all verticals) Personalized promotion targeting across all verticals, optimizing both supplier-funded and Getir-funded campaigns to maximize ROI per user Customer segmentation via clustering and tree-based models, enabling differentiated CRM and lifecycle strategies GetirWater smart notifications - demand-triggered reorder nudges driving repeat purchase GetirLocals artisan ranking - personalized homepage ranking based on user purchase history GetirJobs matching algorithm - two-sided relevance model pairing candidates with roles at scale
Data Scraping and Extraction Database Design and ETL Implementation Backend Service Development
Web Development Web API Development Data Manipulation and Crawling Continuous Integration and Monitoring
Desktop Application Development Database Design and Optimization Data Interpretation and API Integration