résumé
Comprehensive CV showcasing my experience as a Full-Stack Software Engineer and researcher in Computer Science.
Basics
| Name | Oğuzhan Yetimoğlu |
| Label | Full-Stack Software Engineer & Computer Science Student |
| oguzhanyetimoglu@gmail.com | |
| Phone | +49-15731621114 |
| Summary | Full-Stack Software Engineer and Master's student at Technical University of Munich, specializing in machine learning, software engineering, and molecular communications research. |
Work
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2024.06 - Present Working Student - Software Engineer
Siemens
Maintain and enhance security monitoring and analytics software using Java, Docker, Azure Cloud, and Apache NiFi. Develop LLM-based anomaly detection systems and implement DevOps processes.
- Developed LLM-based anomaly detection system for security threats
- Implemented CI/CD pipelines and containerization
- Enhanced security monitoring software with real-time processing
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2023.10 - 2024.06 Graduate Research Assistant
Ludwig Maximilian University (Munich)
Automated large-scale data cleaning and ETL with Python; performed ML/statistical analyses on Linux clusters; optimized job scheduling for cluster throughput and resource utilization.
- Automated large-scale data cleaning and ETL with Python
- Ran ML/statistical analyses on Linux clusters
- Optimized job scheduling to maximize cluster throughput and resource use
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2023.03 - 2024.03 Full-Stack Software Engineer
Aimyca GmbH
Developed and maintained web applications using React.js, Node.js, and MongoDB in an agile development environment.
- Developed responsive web applications with React.js and Node.js
- Optimized application performance and user experience
- Collaborated in cross-functional agile teams
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2020.09 - 2023.02 Graduate Research Assistant
NETLAB, Boğaziçi University
Conducted research in molecular communications and published 4 papers in international journals and conferences.
- Published 4 research papers in international venues
- Developed testbed systems for molecular communications
- Created simulation tools for nano-scale communications
Education
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2023.10 - Present Master of Science
Technical University of Munich (TUM)
Computer Science
- Cybersecurity
- Large Language Models (LLMs)
- Software Architecture
- Distributed Systems
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2020.09 - 2023.02 Master of Science
Boğaziçi University
Computer Engineering
- Molecular Communications
- Signal Processing
- Research Methodology
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2015.09 - 2020.06 Bachelor of Science
Boğaziçi University
Computer Engineering
- Data Structures and Algorithms
- Software Engineering
- Database Systems
- Computer Networks
Skills
| Programming Languages | |
| Java | |
| Python | |
| JavaScript | |
| TypeScript | |
| C++ | |
| C# | |
| SQL |
| Web Technologies | |
| React.js | |
| Node.js | |
| HTML5 | |
| CSS3 | |
| RESTful APIs |
| Databases & Tools | |
| MongoDB | |
| PostgreSQL | |
| Docker | |
| Git | |
| Azure Cloud | |
| Apache NiFi |
| Machine Learning & AI | |
| TensorFlow | |
| PyTorch | |
| Scikit-learn | |
| Large Language Models (LLMs) |
Languages
| Turkish | |
| Native speaker |
| English | |
| Fluent (C1) |
| German | |
| PreIntermediate (A2) |
Projects
-
FinK Analytica
- Financial data analysis
- Investment portfolio management
- Real-time market insights
-
Elysio.ai
- AI-powered recommendations
- Fashion trend analysis
- User preference learning
-
Nanosim
- GPU acceleration
- Molecular dynamics simulation
- High-performance computing
-
TempoCraft
- Spotify API integration
- BPM-based playlist generation
- User-friendly interface
Publications
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2023 A Microfluidic Platform for Modeling Molecular Communication
International Balkan Conference on Communications and Networking (BalkanCom)
Development of a microfluidic platform for precise modeling of molecular communication systems.
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2022 Multiple transmitter localization via single receiver in 3-D molecular communication via diffusion
Digital Signal Processing
A novel approach for localizing multiple transmitters in molecular communication systems using machine learning techniques.
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2021 Underwater Testbed for Molecular Communication
Signal Processing and Communications Applications Conference (SIU)
Development of an underwater experimental setup for molecular communication studies.
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2021 A Mock Circulatory Network Testbed for Molecular Communications
Signal Processing and Communications Applications Conference (SIU)
Design and implementation of a circulatory network testbed for molecular communication research.