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Umut Sahin
Looking for a jobSoftware Development Intern
I build AI systems for medical imaging, retrieval-augmented generation, deepfake detection, and data-driven prediction.
TurkeySoftware Development Intern at TURK AI
About
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
Software Development Intern
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.
PythonFlaskRabbitMQDocker ComposePostgreSQLWeb ScrapingMicroservicesAsynchronous Programming
Software Development Intern
Developed deep learning models using TensorFlow and Keras frameworks. Applied transfer learning and optimization techniques for model performance improvement.
TensorFlowKerasTransfer Learningdata preprocessingModel Training
Education
Hacettepe University
Pursuing a Bachelor of Science in Artificial Intelligence Engineering with a GPA of 2.75/4.00, expected to graduate in June 2026.
Pursuing a Bachelor of Science in Artificial Intelligence Engineering with a GPA of 2.75/4.00, expected to graduate in June 2026.