Kaan (Timucin) Dönmez
IT Consultant
Experience
IT Consultant
Tensora GmbH
Cybersecurity LLM Engineer
Cyberfame
- Developed an AI-powered system to automate the customer journey, sales, and company branding
- Created AI-generated articles from customer interviews using LangChain, LangGraph, and the OpenAI API, resulting in 54 new user sign-ups and facilitating customer feedback and product discovery
- Developed a tool to analyze repositories and assign business value, helping prioritize and manage risks
- Implemented automated risk mitigation using AI tools, eliminating several risks in the company's product
- Integrated AI tools and optimized cost efficiency, deploying solutions on Google Cloud Run
- Reviewed pull requests and refactored code, improving quality and maintainability
- Conducted training sessions on AI tools and workflows, promoting continuous learning
Machine Learning Researcher/Developer
Siemens Energy
- Built an ML model with PyTorch and PyTorch Geometric to automate high-voltage configuration processes, 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 on data collection and domain understanding
Software Engineer
Siemens Energy
- Developed a Python-based monitoring system for Windows servers and services
- Implemented a C# software adapter to extend system functionality
- Built advanced automated test systems to increase software quality
- Developed a migration tool using Python and the Azure REST API to transfer data from Polarion to Azure DevOps
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Energy (2.5 years), Information Technology (2 years), and Professional Services (1 year).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (4.5 years), Product Development (3.5 years), Quality Assurance (3 years), and Research and Development (0.5 years).
Skills
- Python
- Machine Learning
- Ai
- Large Language Models
- Data Science
- Software Development
- C#
- Assembler
- C
- Java
- Javascript
- Uipath
- Haskell
- Typescript
- React
- Terraform
- Azure
- Cloud
- Kafka
- Sap
- Databricks
- Chatgpt
- Anthropic
- Git
- Latex
- Ci/cd
- Docker
- Jupyter Notebook
- Godot
- Restful Api
- Langchain
- Langgraph
- Langsmith
- Openai
- Pytorch
- Tensorflow
- Numpy
- Scikt-learn
- Computer Vision
- Neo4j
- Cybersecurity
- Opensource Development
- Langgraph Cloud
- Postgresql
- Google Cloud
Languages
Education
Freie Universität Berlin
Master's degree · Computer Science · Berlin, Germany
Freie Universität Berlin
Bachelor's degree · Computer Science · Berlin, Germany
Profile
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