Looking for a job

Umut Sahin

@umutsahin

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I build AI systems for medical imaging, retrieval-augmented generation, deepfake detection, and data-driven prediction.

Turkey

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What I'm looking for

I'm looking to build practical AI products in generative AI, medical AI, computer vision, NLP, or sports analytics, while growing through hands-on engineering work and open-source development.

I'm building AI systems across medical imaging, generative AI, computer vision, and sports analytics. My projects include a ResNet-18 model for TP53 mutation prediction from histopathological images, a deepfake detection pipeline using Xception and Grad-CAM, and match outcome prediction models trained on 700+ rugby matches.

At TURK AI and the Digital Transformation Office of the Presidency of Türkiye, I've worked on deep learning, asynchronous data pipelines, web scraping, and containerized microservices using Python, Flask, RabbitMQ, Docker, and PostgreSQL. I'm also developing a RAG graduation project that uses ChromaDB and SentenceTransformers to improve retrieval quality and reduce LLM hallucinations.

Experience

Work history, roles, and key accomplishments

Software Development Intern

TURK AI

Jun 2026 - Aug 2026 (2 months)

Engineered a containerized web scraping and alert tracking system for INTERPOL red notices. Designed and implemented asynchronous data pipelines and microservices using Python, Flask, and RabbitMQ.

Python Flask RabbitMQ Docker Compose PostgreSQL Web Scraping Microservices Asynchronous Programming

Software Development Intern

Digital Transformation Office of the Presidency of Türkiye

Aug 2024 - Sep 2024 (1 month)

Developed deep learning models using TensorFlow and Keras frameworks. Applied transfer learning and optimization techniques for model performance improvement.

TensorFlow Keras Transfer Learning data preprocessing Model Training Model Evaluation