Projects

A marked list of my projects, experiments and open-source contributions.

LiveF1 - F1 Data Analysis Package

LiveF1 is a powerful Python toolkit for accessing and analyzing Formula 1 data in real-time or from historical archives. It's designed for developers, analysts, and F1 fans building applications around Formula 1 insights.

01 Dec 2025 •

Time Series Adversarial Attacks

This master's course project for CMPE588 Testing and Verification in Machine Learning at BOUN explores the effects of adversarial attacks on time-series forecasting tasks using Deep Neural Networks. The study investigates vulnerabilities in LSTM and CNN-based models, emphasizing the need for robust AI in critical applications.

01 Jan 2024 •

Turkish Syntactic Parser

Syntactic parsing is the process of analyzing a sentence or a piece of text and determining its grammatical structure. This includes identifying the constituent phrases and dependencies between the words, as well as determining the roles played by each word in the sentence (such as the subject, verb, and object). In this project, we have developed a Turkish Language CKY Parser which is fed from Chomsky's Normal Form (CNF) grammar rules and a lexicon. The process of parsing and the generation of CNF rules and lexicon are described.

01 Jan 2024 •