CV

AI and Machine Learning Engineer, Expert Labs

IBM

Developing enterprise AI applications and multi-agent systems using the IBM Watson X platform.

• Implementing Watson Orchestrate for agent orchestration and Watsonx.ai for custom model development
• Delivering comprehensive AI solutions, overseeing model development to production deployment and governance implementation

Artificial Intelligence Specialist

Kastas Sizdirmazlik Teknolojileri

Researching and implementing AI agents to transform complex business processes into streamlined workflows.

• Developing AI automation solutions to enhance company operations and improve efficiency of departments
• Creating custom AI solutions on Microsoft Azure to deliver innovative business improvements
• Guiding digital transformation efforts by identifying, analyzing, and automating key business processes

Data Scientist

Siskon Yazilim and Otomasyon

Designed data collection strategies to extract insights from production processes.

• Leveraged advanced analytics and machine learning techniques to optimize manufacturing operations
• Automated tasks to improve efficiency in manufacturing processes

Data Scientist

KPMG Turkiye

Developed large language model applications for document question answering, ensuring data governance compliance for top companies in Turkey.

• Consulted with major corporations on data governance strategies and implemented machine learning applications
• Utilized Docker for ML application deployment and created data dashboards for visualization using Streamlit

Machine Learning Engineer Intern

infuseloop

Developed a question answering system with NLP models, focusing on knowledge discovery from documents with AI.

• Created data collection and processing pipelines, built reliable models, and worked on elastic search algorithm
• Contributed to accelerating knowledge discovery and improving search accuracy in a startup environment

Data Science Intern

Jotform

Developed a project to detect outliers in time series data using statistical techniques and Facebook’s Prophet algorithm.

• Created a forecasting project for future predictions, gaining experience in research and development processes

Research Intern, Machine Learning

Izmir Institute of Technology

Conducted research on machine learning techniques for protein family classification using distance matrices.

• Collaborated with Mehmet Serkan Apaydin at Izmir Institute of Technology
• Explored preprocessing operations to optimize protein classification accuracy

Research Intern, Machine Learning

Istanbul Technical University

Conducted PCA operation to reduce data size, optimizing machine learning model performance.

• Collaborated with researchers on a project for classifying customers’ internet speed using machine learning
• Worked remotely with Assoc. Seda Yanik and Prof.Dr. Neslihan Serap Sengor

Master of Science

Ege University

Computer Science

Bachelor of Science

Izmir Institute of Technology

Physics

KPMG DxA Olympics Data Analytics Challenge

KPMG