Aref Yelghi
Data Analyst • Machine Learning & Optimization • FinTech
Summary
I am a data analyst and machine learning expert with extensive experience in financial technology (FinTech) and optimization. I have developed numerous predictive models, deep neural networks for image recognition, and complex data analysis pipelines. My expertise spans optimization algorithms, machine learning research, and applied AI projects.
Education
- Ph.D., Computer Engineering — Karadeniz Technical University, Turkey, 2018
- Ph.D. (visiting student), Computer Engineering — Linnaeus University, Sweden, 2015
- M.S., Computer Science — Azad University, Sari, Iran, 2012
- B.S., Software Engineering — Mirdamad University of Gorgan, Iran, 2008
Academic Experience & Research
Positions
- Assistant Professor — Dept. of Computer Engineering, Istanbul Topkapı University (2021–Now)
- Lecturer — Dept. of Computer Engineering, Istanbul Bilgi University (2023–2024)
- Assistant Professor — Dept. of Computer Engineering, Avrasya University (2018–2021)
- Lecturer — Azad University (2010–2011)
Research & Teaching
- Reinforcement learning and optimization algorithms for national projects
- Machine learning for natural language processing
- Published in reputable CS journals & conferences
- Taught AI and ML at undergraduate and graduate levels
- Developed neural network architectures for recommendation systems
Industry Experience
Data Scientist, Ab Bana Sanat Inc., Gorgan, Iran
- Led data science team designing predictive models in finance
- Implemented ML algorithms for personalized recommendations
Recent Industry Experience
Artificial Intelligence Researcher, NellaDerm — Full-time (Nov 2024 - Present)
- Working remotely on AI research projects and model development
Certificates & Skills
Certificates
- Neural Networks and Deep Learning
- MLOps: Getting Started
- Improving Deep Neural Networks
- Building Recommender Systems
- Generative AI with LLMs
- Generative AI with RAG & LangChain
- DevOps, DataOps, MLOps
Technical Skills
- Programming: C++, Java, Python (Django)
- ML & DL: Pandas, NumPy, SciPy, Scikit-learn, TensorFlow, Keras, PyTorch
- Optimization, Metaheuristics, Neuro-Fuzzy Systems
- Database: SQL
- Cloud: AWS, GCP (Vertex AI)
- Deployment: Docker, Kubernetes, REST
- MLOps: MLflow, CI/CD, RAG pipelines
Courses Taught
Undergraduate
- Operating System
- Computer Network
- Algorithm Analysis
- Optimization
- Programming Language
- Machine Learning
- Artificial Intelligence
- Programming II
Postgraduate
- Advanced AI Topics
- Expert Systems & Fuzzy Systems
Language Proficiency
Proficient in English, Turkish, and Persian.
Honors & Awards
- Google Research Grant – Eczema.app (2025)
- Full Scholarship from Turkey (2013–2018)
- High Honor Student, PhD Level (2013–2018)
Sports Achievements
- Masters Athlete, Turkey
- High Jump: Gold Medalist
- Long Jump: Silver Medalist
Contact
Email: arefyelghi@topkapi.edu.tr
LinkedIn: Visit my LinkedIn profile
Google Scholar: View my Google Scholar
Location: Türkiye