Nurbüke T.
Master’s Thesis – Vision-Language Models
Experience
Feb 2025 - Oct 2025
9 monthsMunich, Germany
Master’s Thesis – Vision-Language Models
Technical University of Munich
- Conducted Stroop-inspired behavioral experiments on VLMs (e.g., CLIP, BLIP-2, Kosmos-2, LLaVA, InstructBLIP, Qwen-VL) to analyze word–color conflict resolution.
- Performed latent embedding analysis and steering experiments within CLIP’s representation space to study modality bias and directional controllability.
- Combined behavioral and representation-level evidence to explain how multimodal models prioritize textual versus visual cues.
Apr 2024 - Oct 2024
7 monthsMunich, Germany
Information Extraction – IDP Project
Technical University of Munich
- Collected large-scale corporate data from the Luxembourg Business Registry through automated web scraping and document retrieval pipelines.
- Built and optimized information extraction models to parse and structure textual entries from company documents, enabling scalable data preparation for downstream ML tasks.
- Automated the entire workflow — from scraping to document parsing — for seamless integration into analytical pipelines.
Aug 2023 - Oct 2025
2 years 3 monthsMunich, Germany
Working Student – Software Engineer
Rohde & Schwarz
- Contributing to the EICACS program (LDACS project) developing evaluation frameworks for AI in safety-critical communication systems.
- Researching Trustable AI methodologies to enhance explainability, transparency, and robustness of avionics AI systems.
Apr 2023 - Jul 2023
4 monthsMunich, Germany
Legal NLP Explainability – Praktikum Project
Technical University of Munich
- Enhanced interpretability of judicial decision-prediction models using annotated datasets and explainable NLP frameworks aligned with EU AI Act standards.
Dec 2022 - Jul 2023
8 monthsMunich, Germany
Working Student – Backend Developer
Siemens AG
- Developed an AI-driven circuit component labeling tool for the Cost and Value Engineering team, leveraging computer vision and backend services.
- Built and maintained PostgreSQL databases, Flask-based REST APIs, and integrated microservices for automated pipeline orchestration.
- Containerized services with Docker and deployed to Microsoft Azure using CI/CD workflows.
Nov 2021 - Oct 2022
1 yearAnkara, Turkey
Software Engineer
ASELSAN A.Ş.
- Developed a reusable React component library for the Product Line Design department, used across multiple defense UI systems.
- Built a real-time multilingual voice assistant with NLP-based intent detection and translation modules, deployed in mission-control environments.
Jun 2019 - Oct 2022
3 years 5 monthsAnkara, Turkey
Software Engineer (Part-Time and Full-Time)
Sisasoft Information Technologies
- Designed and deployed AI-powered chatbots and voice assistants using LLMs and fine-tuned BERT models for multi-domain applications (banking, insurance, agriculture).
- Built and maintained MLOps pipelines for model training, versioning, and continuous deployment.
- Integrated Azure Cognitive Services for speech processing and deployed scalable conversational AI platforms using Docker and Azure DevOps.
Summary
Completed an M.Sc. in Computer Science at the Technical University of Munich, specializing in Explainable and Trustworthy AI. Experienced in NLP, Vision-Language Models (VLMs), and Large Language Models (LLMs) such as CLIP, BLIP-2, and GPT-based architectures. Bridging research and engineering to build transparent, robust, and ethically aligned AI systems through embedding-level analysis, representation interpretability, and scalable deployment.
Languages
Turkish
NativeEnglish
AdvancedGerman
ElementaryEducation
Oct 2022 - Oct 2025
Technical University of Munich
M.Sc. · Computer Science · Munich, Germany
Sep 2017 - Jun 2021
Hacettepe University
B.Sc. · Computer Engineering · Ankara, Turkey
Certifications & licenses
Scrum Fundamentals Certified (SFC™)
SCRUMstudy
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