About Me
As a Machine Learning Engineer, I build and refine end-to-end ML systems, handling tasks from data collection to model deployment on cloud platforms, with a focus on practical, scalable solutions.
I have 5 years of experience in Natural Language Processing, and even surprisingly to me, I have been working on Graph Neural Networks, Vision Transformers, and WSI Images for 3 years! I can even detect cancerous cells in pancreatic histology images by my eyes now…
I am also skilled in MLOps, using tools such as MLflow, Kubeflow, FastAPI, and Transformers to automate and optimise the ML lifecycle. Previously, I worked as an MLOps Engineer and a Senior Machine Learning Engineer at GLOSA and Carbon Consulting, respectively, where I implemented an AutoNLP platform and led the development team of the AI department. I also managed the deployment and CI/CD of various ML models on GCP at TRT.
Education & Certifications
🎓 Master of Science in Computer Science — Koç University
📜 Google Cloud Certified Professional Machine Learning Engineer
📜 Certified Spark NLP Data Scientist
Publications
Systematic comparison of GPT models for the analysis of pathology reports in a low-resource language: A case study for Turkish
American Journal of Clinical Pathology, Volume 164, Issue 5, November 2025
BLM-17m: A Large-Scale Dataset for Black Lives Matter Topic Detection on Twitter
IEEE International Conference on Data Mining Workshops (ICDMW), Shanghai, China, 2023
Talks & Features
Haliç Engineering Summit
📍 Haliç University | 📅 8 December 2025
We talked about engineering, academy, job opportunities and more!
Data Science Summit
📍 KWORKS Şişli | 📅 6 September 2025
I was there as “network field speaker” to chat with everyone about AI.
AI Pulse Day
📍 Işık University | 📅 31 May 2025
Career guide in AI for university students.
Türkiye’nin Kıvılcımları Workshop
📍 Tech Istanbul | 📅 2 February 2025
ML Engineering and MLOps
