Enes Akdoğan

ULAQ Armed Unmanned Surface Vehicle platform project.

I have been developing backbone software of that USV and integrates all sensors and controls all subsystems in the vessel, such as the engine and other critical components. I also developed Embedded C++ applications and a web server that uses Python and Flask frameworks.

Bulbul is a music recommendation and streaming platform that uses graph algorithms to provide personalized music recommendations and a music discovery system. Implemented a complete music streaming platform that enables users to listen to 900K different music, create playlists, rate songs, and get recommendations. The main features are music recommendation and discovery. Collected a huge amount of data from Last.fm and Spotify to establish a database and designed our algorithms onto this real-life dataset. Used content-based recommendation and collaborative filtering algorithms to give recommendations

This project aimed to categorize movies into genres by analyzing subtitles with machine learning techniques. These techniques focus on several aspects of the subtitles, such as sound descriptions, dialogue frequency, and raw subtitle scripts. Some of the applications offer a novel solution for movie genre classification problems.

Turumtay is a mini UAV project developed as a hobby project.

Turumtay has three main software—ground control, mission control, and flight control. UAV is composed of sensor, actuator, power, and communication units. I developed all embedded software that communicates with sensors and controls engines. Also, I developed machine learning algorithms to create optimal routes for the UAV.

Prozek is the hub for collecting, processing, and understanding log data from embedded devices used in Defense and Unmanned Systems. Through this project, we create a foundation for informed decision-making and strategic advancements, shaping the future of these industries. I have worked as a full-stack developer using FastAPI, React, and PostgreSQL.