Projects

Deep Learning for Self Driving Cars

Deep Learning for Self Driving Cars — Department of Computer Science and Engineering, UC San Diego.

ChatGPT Analysis with STS

ChatGPT Analysis with STS — Department of Electrical and Electronics Engineering, Bilkent University.

Geolocation Source Localization

Geolocation Source Localization — ASELSAN, Inc.

A Basic Level Category Analysis with Commonsense Question Answering

A Basic Level Category Analysis with Commonsense Question Answering — Department of Electrical and Electronics Engineering, Bilkent University.

Digital FPGA Piano for Beginners

Digital FPGA Piano for Beginners — Bilkent University

Recommendify : Song Recommendation System for Spotify Playlists

Recommendify : Song Recommendation System for Spotify Playlists — Department of Computer Science, Bilkent University.

Machine Learning Based Spatio-Temporal Prediction System for Traffic Accidents

Machine Learning Based Spatio-Temporal Prediction System for Traffic Accidents — Department of Electrical and Electronics Engineering, Bilkent University.

Wind Energy Production Prediction

Wind Energy Production Prediction — Department of Electrical and Electronics Engineering, Bilkent University.

A forecasting system for total electric consumption plays a prominent role in the electric generation market. Moreover, creating a precise forecast system is a hot topic for many high-tech companies. To this end, our goal is to forecast hourly total electrical energy consumption in Spain with regression models, which are Linear Regression, Decision Tree, and AdaBoost. The machine learning models are coded without library support.