I am a Software & Machine Learning Engineer with hands-on experience in building data-driven systems, scalable back-end architectures, and a wide range of AI models. I specialize in designing end-to-end pipelines, developing predictive models, and delivering production-ready software in cross-functional teams. My experience spans multiple companies, and I bring strong engineering fundamentals and proficiency in several programming languages.

Çağatay Gültekin

I am a Software & Machine Learning Engineer with hands-on experience in building data-driven systems, scalable back-end architectures, and a wide range of AI models. I specialize in designing end-to-end pipelines, developing predictive models, and delivering production-ready software in cross-functional teams. My experience spans multiple companies, and I bring strong engineering fundamentals and proficiency in several programming languages.

Available to hire

I am a Software & Machine Learning Engineer with hands-on experience in building data-driven systems, scalable back-end architectures, and a wide range of AI models. I specialize in designing end-to-end pipelines, developing predictive models, and delivering production-ready software in cross-functional teams. My experience spans multiple companies, and I bring strong engineering fundamentals and proficiency in several programming languages.

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Experience Level

Expert
Expert
Expert

Language

Turkish
Fluent
English
Advanced
German
Advanced
French
Beginner
Spanish; Castilian
Beginner

Work Experience

Machine Learning Expert (Master’s Thesis) at accu:rate GmbH
March 1, 2025 - September 30, 2025
Conducted master’s thesis research on AI-based surrogate modeling for crowd evacuation simulations. Developed predictive neural network models with high accuracy and built automated Python pipelines integrated with simulation software.
Software Engineer (Internship) at Legalian GmbH
September 1, 2024 - February 28, 2025
Retrieved CVR data, designed a robust database for data management, and developed RESTful APIs. Performed web scraping for data acquisition.
Software Engineer (Internship) at Itestra GmbH
April 1, 2024 - September 30, 2024
Developed a tool for detecting performance anti-patterns in Java using static and dynamic analysis. Contributed to an IntelliJ Plugin for integration.
Research Assistant at Helmholtz Zentrum München
February 1, 2023 - August 31, 2023
Provided technical support for a deep learning model predicting drug effects and served as an interface between users and the development team.
Student Assistant at Technical University of Munich (TUM)
February 1, 2023 - August 31, 2023
Assisted in the Chair of Mathematical Modelling of Biological Systems.
Software Engineer Intern at Yapı Kredi Teknoloji
July 1, 2021 - September 30, 2021
Built a web application for auto-generating sprint newsletters and contributed to internal automation tools.
IT Assistant Intern at Zorluteks Tekstil
August 1, 2019 - September 30, 2019
Developed SQL-based tools and internal web solutions to streamline database operations.

Education

M.Sc. Informatics at Technical University of Munich (TUM)
October 1, 2022 - September 30, 2025
B.Sc. Computer Engineering at Middle East Technical University
August 1, 2016 - February 28, 2022

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Education, Healthcare, Professional Services