Senior Data Scientist at Ankara Metropolitan Municipality with a passion for leveraging AI and machine learning to solve real-world problems and improve public services. I hold a Master's degree in Statistics with specialization in NLP/AI, and I'm currently focused on advancing LLM applications in municipal services.
- Predictive Analytics: Developed election forecasting models with 98.8% accuracy using advanced ML techniques
- NLP & LLMs: Implementing large language models for call center optimization and citizen service enhancement
- Public Policy Impact: Using data science to influence municipal strategies and improve urban infrastructure
- Community Engagement: Active blogger and speaker, sharing knowledge through career talks and data science communities
- Developed predictive models achieving 98.8% accuracy for 2024 Local Elections
- Utilized Cozmic Bazaar Theory and advanced ML algorithms
- Directly influenced municipal strategies and decision-making
- Implemented LLM-based models for call center data analysis
- Optimized road and asphalt repair scheduling
- Enhanced urban infrastructure planning efficiency
- Analyzed BaΕkent 153 complaint data using NLP techniques
- Restructured bus routes and schedules based on citizen feedback
- Improved service efficiency during peak hours
- Developed statistical rule-based detection system using LSTM and RNN
- Implemented at ASKI for illegal water usage detection
- Significantly improved resource management
- Advanced LLM Architectures: Exploring cutting-edge transformer models and their applications
- MLOps Best Practices: Implementing robust ML pipelines for production environments
- Generative AI: Developing innovative solutions using generative models for municipal services
- Check out my latest insights on Medium
- Topics: Machine Learning, NLP, Public Sector AI, Data Science Best Practices
- M.Sc. Statistics (NLP/AI) - Ege University (2024)
- B.Sc. Statistics - Ege University (2020)
- Production Level Data Science - Miuul (2023)
- Natural Language Processing (NLP) - Miuul (2024)
- Deep Learning Bootcamp - Global AI Hub (2022)
- Data Monitoring Coordinator - Turkish Elections 2023-2024
- Earthquake Relief Coordinator - February 6th Disaster Response
- Guest Speaker - Career talks at universities and data science events
- Open Source Contributor - Maintaining Εeffaf Ankara, Turkey's first map-based open data platform
I'm always interested in collaborating on meaningful data science projects, especially those that can make a positive impact on society. Whether you're working on public sector innovation, NLP applications, or just want to discuss the latest in AI/ML - feel free to reach out!
"Harnessing Data for Public Good" π
"Data science is not just about algorithms and models; it's about creating solutions that improve lives and communities."
β From barancanercan