Kaan timucin Dönmez

IT Consultant

Kaan timucin Dönmez
Berlin, Germany

Experience

Jan 2025 - Present
4 months

IT Consultant

Tensora GmbH

Jan 2024 - Oct 2024
10 months

Cybersecurity LLM Engineer

Cyberfame

  • Automated Content Generation System: Developed an AI-powered system automating customer journey, sales, and company image creation. Created AI-generated articles from customer interviews using LangChain, LangGraph, OpenAI API, leading to 54 new user sign-ups, facilitating customer feedback and product discovery
  • Business Value Estimation Tool: Developed a tool to analyze repositories and assign business value, aiding in risk prioritization and management
  • Automated Risk Mitigation: Implemented automated risk mitigation using AI tools, eliminating several risks in the company's product
  • Optimized AI Workflows: Integrated AI tools and optimized for cost efficiency, deploying solutions on Google Cloud Run
  • Code Review and Quality Assurance: Reviewed pull requests and refactored code, improving quality and maintainability
  • Team Training and Leadership: Conducted training sessions on AI tools and workflows, promoting continuous learning
Nov 2022 - Jul 2023
9 months

Machine Learning Researcher/Developer

Siemens Energy

  • Developed a ML model using PyTorch and PyTorch Geometric to automate high-voltage conductor configurations, reducing configuration time by up to 30 hours per instance
  • Achieved 96% accuracy in link prediction for domain-specific knowledge graphs
  • Collaborated with cross-functional teams for data collection and domain understanding
Nov 2020 - Nov 2022
2 years 1 month

Software Engineer

Siemens Energy

  • Developed a Python-based monitoring system for Windows servers and services
  • Implemented a C# software adapter to expand system functionality
  • Advanced automated testing systems, increasing software quality
  • Executed a migration tool using Python and Azure REST API to transfer data from Polarion to Azure DevOps

Languages

English
Native
German
Native
Turkish
Native
Arabic
Advanced

Education

Sep 2021 - Sep 2023

Freie Universität Berlin

Master's degree · Computer Science · Berlin, Germany

Sep 2018 - Sep 2021

Freie Universität Berlin

Bachelor's degree · Computer Science · Berlin, Germany