About Me
Computer Engineering student specializing in AI/ML engineering, backend architecture, and full-stack development.
I am a fourth-year Computer Engineering student at Marmara University with all coursework completed and only a mandatory 18-day internship remaining for graduation (GPA: 83.8 / 100).
My expertise spans Artificial Intelligence & Machine Learning pipelines, backend systems design (Clean Architecture, CQRS, DDD), and responsive full-stack applications. I have hands-on experience building production fraud detection models over 16M+ transactions and multi-agent AI systems.
AI & Machine Learning Engineering
Developing end-to-end ML pipelines, feature engineering, card profiling using cuML & MiniBatchKMeans, and multi-agent AI fraud reasoning systems using LLMs and GPU acceleration.
Backend & System Architecture
Designing modular microservices and web APIs with ASP.NET Core 8, FastAPI, gRPC, and custom multithreaded HTTP socket servers containerized with Docker.
Full-Stack Development
Building modern web interfaces with React, Next.js, and TypeScript, integrated with scalable databases (SQL Server, PostgreSQL) and robust authentication (JWT, RBAC).
AI Engineering Intern
Sep 2025 – May 2026Payantis Finansal Teknoloji A.Ş., İstanbul
- Developed end-to-end machine learning pipelines for fraud detection across 16M+ transactions.
- Engineered 13 behavioral features capturing transaction velocity, spending patterns, temporal behavior, and geographic/MCC changes.
- Applied MiniBatchKMeans and GPU-accelerated RAPIDS cuML KMeans for card behavioral profiling.
- Built a multi-agent AI fraud reasoning system optimized using Pandas, Dask, parallel processing, and GPU acceleration.
Engineering Intern
Jul 2025 – Sep 2025JMW Jant Sanayi A.Ş., Aydın
- Worked on Windows Server administration, system configuration, network security, and enterprise IT infrastructure.
- Assisted with IT system monitoring, server management, troubleshooting, and network issue investigation.
Intern - Frontend Development
Aug 2024 – Sep 2024FLO Mağazacılık A.Ş., İstanbul
- Developed responsive web page components using HTML5 and CSS3 applying semantic HTML & CSS layout techniques.
- Recreated company web interface components with modern UI practices and responsive layout principles.
Computer Engineering
Marmara University, Istanbul • 2022 – 2026
GPA: 83.8 / 100. Completed all fourth-year coursework with only a mandatory 18-day internship remaining for graduation.