Hello, I am

Mert Ege Cetinkaya
Software Engineer

As a Computer Engineering student at Yildiz Technical University (GPA: 3.21), I specialize in AI, NLP, and full-stack development. Combining the engineering discipline acquired at institutions like BAYKAR and ASELSAN with modern technologies (Spring Boot, Flutter, React, BERT), I build highly scalable and robust systems.

Professional Experience

BAYKAR Technologies

Jun - Aug 2025

Intern - Human-Machine Interactive Software Technologies

  • Developed full-stack and cross-platform applications using Flutter SDK and C++.
  • Implemented FFI (Foreign Function Interface), UDP communication, and various Flutter UI packages.

BAYKAR Technologies

Feb - May 2025

Intern - Artificial Intelligence Software Development

  • Actively integrated image enhancement algorithms and literature innovations into ongoing projects.
  • Took an active role in the data creation and labeling processes required for computer vision models.

ASELSAN, UGES Sector Presidency

Aug - Sep 2024

Intern - Sensor Tracking System Project

  • Developed back-end architecture using C# and .NET framework.
  • Ensured real-time data streaming utilizing Spring Boot framework and Apache Kafka.
  • Designed and implemented the user interface (UI) on the front-end using React.js.

Academic & Personal Projects

Sentiment Analysis from Text Data

Performed fine-tuning operations using BERT and DistilBERT models. Pulled data via APIs, pre-processed datasets for analysis, applied fine-tuned models, and evaluated the output results.

Python BERT NLP

Topic Modeling on Mental Health Data

Conducted topic modeling and sentiment analysis on various datasets using BERT and BERTopic. Analyzed the correlation between extracted themes and emotional tones using Chi-square tests.

BERTopic Data Analysis

Tech Stack & Skills

Python Java C++ / C# JavaScript / HTML / CSS React Flutter Spring Boot .NET Apache Kafka SQL Git