Ahmet Yağmur
M.Sc. Business Informatics candidate at the University of Mannheim with a background in artificial intelligence, financial risk, and software development. I work at the intersection of technology and business — designing systems that translate data into decisions.
My work spans multi-agent AI architectures, quantitative investment systems, credit risk modeling, and ML-driven fraud detection. I'm interested in systems that are not just technically sound, but explainable and trustworthy in real-world financial contexts.
Education
M.Sc. Business Informatics (Wirtschaftsinformatik)
Specialization in Finance, Strategy & Technology. Selected modules: Agentic AI, Large-Scale Data Management, Advanced Software Engineering, LLMs, Neural Networks, FinTech, Entrepreneurship.
B.Sc. Business Information Systems (Wirtschaftsinformatik)
Final grade: good (2.0) · 210 ECTS. Dual-domain specialization: Business & Technology / Financial Digitalization. Bachelor's thesis: "Machine Learning for Financial Crime Prevention in Leasing Portfolios" — Grade 1.8.
Experience
Working Student, Credit Risk & Thesis Researcher
Qualitative analysis of 1,000+ fraud incidents; designed an ML scoring workflow with SHAP-based feature attribution; optimized end-to-end credit workflows across consumer and commercial lending.
Student Research Assistant – Artificial Intelligence
Created AI teaching materials for 3 courses (KISS project): 9 Jupyter notebooks for hands-on ML training and 3 mock datasets for exercises.
Product Owner / Developer
Product Owner and backend/database lead for an internal real estate project-planning platform, tracking 10+ property details per asset. Led requirements-gathering and authored specification documentation.
Working Student – Data Engineering & DevOps
Built 3 internal tools including 2 global BI admin dashboards. Integrated data from SAP ERP, IFS ERP, and IFS CRM into Microsoft Azure. Contributed to CI/CD automation for Finance and Operations teams.
Leadership
Founder & Mentor — Community of World Citizens
since 2021Founded and led a cross-border youth mentoring initiative spanning 4+ countries. Mentored 25+ participants through 1:1 sessions covering career development, university guidance, mock interviews, and CV preparation — via Zoom and in-person.