Available to hire
I am an AI Engineer with 5 years of experience in building high-performance ML/AI products. I specialize in scalable cloud-native architectures on Azure, leveraging LLMs (RAG), semantic search, and high-concurrency data processing to deliver enterprise-grade solutions.
I have delivered intelligent maintenance agents, lead-time prediction models, and customer segmentation pipelines that optimize operations and targeting. I enjoy turning analytics into reliable, scalable systems that improve customer outcomes and operational reliability.
Skills
Experience Level
Expert
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Language
English
Fluent
Turkish
Fluent
Work Experience
AI Engineer at Agnicio B.V.
October 1, 2015 - PresentDeveloped an enterprise AI assistant for maintenance optimization, integrating Azure Knowledge Base and semantic Text-to-SQL capabilities for holistic data access. Synthesized unstructured documents and historical work order data into a single chat interface. Built a stateful conversation layer using PostgreSQL to manage user context and delivered production-ready end-to-end solution.
AI Engineer at ERIKS – Industrial Services
June 1, 2024 - August 1, 2025Automated data enrichment workflows by architecting a custom fuzzy string-matching algorithm. Optimized system performance by migrating data processing from Pandas to Polars, deployed via scalable Azure Functions architecture.
Data Scientist at ERIKS – Industrial Services
January 1, 2025 - August 1, 2025Engineered a Lead Time Prediction model using Gradient Boosted Trees (LightGBM), reducing delivery time variance by 30% and establishing high-accuracy performance benchmarks for procurement planning.
ML Engineer at LC Waikiki – Clothing
September 1, 2021 - May 1, 2022Engineered a cross-channel customer segmentation framework using RFM analysis and clustering to distinguish behavioral patterns across e-commerce and retail footprints. Translated complex behavioral data into actionable marketing strategies, identifying high-value segments and driving improvements in targeting precision and conversion rates.
Education
Master of Science, Big Data Analytics at MEF University
January 11, 2030 - January 1, 2020Bachelor of Science, Computer Engineering at Bilgi University
January 11, 2030 - January 1, 2015Qualifications
Huggingface Agents Course
January 11, 2030 - January 7, 2026DeepLearning.AI Agentic AI Education
January 11, 2030 - January 7, 2026Industry Experience
Manufacturing, Retail, Software & Internet, Professional Services, Media & Entertainment
Skills
Experience Level
Expert
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