Kaan timucin Dönmez - IT Consultant

Berlin, Germany

Experience

Jan 2025 - Present

3 months

Jan 2024 - Oct 2024

10 months

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

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

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