Oğguzhan Yetimoglu

Oğguzhan Yetimoglu

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Software Engineer @ Siemens | Master Student @ TUM | Full-Stack Development, DevOps
München, Bayern, Germany

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Résumé

Jobs verified_user 0% verified
  • Siemens
    Software Engineer
    Siemens
    May 2024 - Sep 2025 (1 year 5 months)
    -Modernized a security analytics platform for real-time network data processing, using Java, Docker, and Azure infrastructure. -Deployed and orchestrated containerized microservices on Kubernetes, managing configuration and scalability through Terraform and Azure DevOps pipelines. -Built an LLM-based Network Intrusion Detection System (NIDS) leveraging Hugging Face models and Azure OpenAI Service to detect anomalies within live network telemetry. -Enhanced data pipelines by integrating Apache NiFi and Python with RESTful APIs for secure data exchange and near real-time flow control. -Established automated CI/CD container workflows, significantly reducing manual deployment effort and downtime. -Collaborated with DevOps and cybersecurity team
  • LudwigMaximiliansUniversität München
    Graduate Research Assistant
    LudwigMaximiliansUniversität München
    Oct 2023 - May 2024 (8 months)
    – Orchestrated organization and meticulous cleaning of large datasets to ensure impeccable data integrity – Spearheaded Python script development to automate data tasks, significantly enhancing efficiency – Conducted comprehensive data analysis using advanced statistical methods and machine learning techniques – Deployed and optimized tasks efficiently on cluster environments, maximizing performance and resource utilization
  • Aimyca GmbH
    Software Engineer
    Aimyca GmbH
    Mar 2022 - Mar 2023 (1 year 1 month)
    – Demonstrated proficiency in full-stack development with Python, Node.js, React.js, and Vue.js, incorporating – RESTful API implementation, while also driving team productivity through agile adoption (SCRUM) and collaboration across the product lifecycle – Implemented robust CI/CD pipelines and leveraged Google Cloud Platform to ensure scalable, reliable, and secure software solutions – Specialized in customizing and fine-tuning LLMs for engaging user interactions, data preprocessing, and accuracy optimization. Applied advanced data science methodologies, including hyperparameter tuning, model selection, and feature engineering, to enhance performance
  • Bogazici University
    Graduate Research Assistant
    Bogazici University
    Feb 2020 - Dec 2021 (1 year 11 months)
    -Contributed to a TÜBİTAK-funded research project within the interdisciplinary Network Research Group (NRG), focusing on networked systems and simulation-based analysis. -Implemented research algorithms in Python, developing and maintaining large-scale simulation frameworks used for performance evaluation and reproducibility of academic experiments. -Designed and coded testbed infrastructures using Raspberry Pi and Arduino devices for experimental validation of networking and IoT prototypes. -Built automation scripts and data collection tools to streamline experimental workflows and ensure consistent dataset generation. -Mentored three undergraduate students across two senior projects (one awarded first prize), guiding software design, test
  • İdea Teknoloji
    Intern
    İdea Teknoloji
    Jun 2019 - Jul 2019 (2 months)
    Developed a project as a team member by using natural language processing and machine learning techniques in R&D department
  • CTECH Bilişim Teknolojileri AŞ
    Intern
    CTECH Bilişim Teknolojileri AŞ
    Jan 2019 - Feb 2019 (2 months)
    Developed a project that classifies cyber attacks in computer networks by using deep learning methods as a team member
  • VeriPark
    Intern
    VeriPark
    Jul 2018 - Sep 2018 (3 months)
    Developed database project for CRM department
Education verified_user 0% verified
  • Technical University of Munich
    Master of Science - MS, Informatics
    Technical University of Munich
    Jan 2021 - Dec 2025 (5 years)
  • Bogazici University
    Master of Science - MS, Computer Engineering
    Bogazici University
    Jan 2019 - Dec 2022 (4 years)
  • Bogazici University
    Bachelor's degree, Computer Engineering
    Bogazici University
    Jan 2014 - Dec 2019 (6 years)
Projects (professional or personal) verified_user 0% verified
  • e
    elysio.ai — AI-Driven Virtual Fashion & Digital Twin Prototype
    Jan 2024 - Apr 2024 (4 months)
    -Designed and implemented a full-stack prototype for a Digital Twin generation platform enabling realistic virtual fashion photography without physical shoots. -Developed backend services with Python (FastAPI) and integrated Replicate API to evaluate and fine-tune generative models such as Stable Diffusion for personalized user checkpoints. -Created an interactive web application using TypeScript, React (Next.js), and MUI, allowing users to upload personal photos, control generation via text prompts, and preview 2D/3D results. -Experimented with pose-controlled image generation and Radiance Field (NeRF)-based 3D reconstruction to enable full-body digital twin synthesis. -Deployed infrastructure on AWS with modular backend–frontend separatio
  • A
    Algorithmic Textual Comparison Platform — IDP Academic Project
    Dec 2023 - Mar 2024 (4 months)
    -Developed a full-stack web application for financial annual report comparison, storing documents in a PostgreSQL database and applying NLP-based similarity analysis (TF-IDF, BERT embeddings, cosine similarity). -Built core frontend modules with Vue.js, Nuxt, and Tailwind CSS, implementing dynamic interfaces for document upload, editing, search, and comparison visualization. -Contributed to backend development using Python (Django) for API endpoints, authentication, and database management. -Designed and implemented the text comparison pipeline, integrating NLP models for semantic and lexical similarity scoring. -Managed project workflow — defined tasks, coordinated team members, and maintained progress tracking across development sprints.
  • G
    GPU-Accelerated Simulation Library for Molecular Communication
    Oct 2019 - Feb 2020 (5 months)
    A GPU-based simulation library for molecular communication.
Awards verified_user 0% verified
  • Türkiye İş Bankası
    Türkiye İş Bankası Machine Learning Challenge #2 - 1st
    Türkiye İş Bankası
    Nov 2020
    A datathon organized by Türkiye İş Bankası
Publications verified_user 0% verified
  • I
    A microfluidic platform for modeling molecular communication
    IEEE Communications and Networking BalkanCom International Balkan Conference
    Jun 2023
  • E
    Multiple Transmitter Localization via Single Receiver in 3-D Molecular Communication via Diffusion
    Elsevier Digital Signal Processing SI Signal Processing Aspects of Molecular Communications
    Aug 2021
  • I
    A Mock Circulatory Network Testbed for Molecular Communications
    IEEE Signal Processing and Communications Applications Conference SİU
    Jul 2021
  • I
    Underwater Testbed for Molecular Communication
    IEEE Signal Processing and Communications Applications Conference SİU
    Jul 2021