Projects & Case Studies
Selected SystemsLibraries, machine learning systems, and computer vision software built end-to-end.
A deployed Streamlit platform for training, validating, packaging, and testing regression and neural time-series models, rebuilt from a proven Tkinter product.
Completed master's-thesis research on estimating fish length from a single image without a ruler or physical reference in the frame.
A deployed AI platform that turns four years of noisy helpdesk history into retrieved evidence, answer drafts, routing suggestions, and process intelligence.
A completed forecasting application that benchmarks zero-shot TimesFM forecasts against EPİAŞ's official hourly load-estimation plan.
A hydrologist-validated deep learning system that forecasts river discharge up to 72 hours ahead using sensor history and external meteorologist-produced rainfall forecasts.