Computer Engineering Student | Optimization Algorithms | AI Research
I am a Computer Engineering student with 2.5+ years of research-oriented experience in Artificial Intelligence and Data Science.
My work focuses on optimization algorithms, intelligent decision systems, machine learning, and computational modeling.
I combine analytical thinking with algorithmic design to develop innovative, efficient, and research-driven solutions.
- 🎓 Sakarya University of Applied Sciences – Computer Engineering
- 📊 ALES (Quantitative – 2025): 89.49
- 📍 Istanbul, Türkiye
- 📧 Email: karsliogluu00@gmail.com
AI & Data Science Application and Research Center
Sep 2024 – Present
- Development of ML, DL, and Reinforcement Learning models
- Genetic & Chaotic Algorithm-based optimization systems
- Fuzzy Logic and Multi-Criteria Decision Making implementations
- Quantum computation simulations for optimization research
- Academic writing: papers and conference publications
- Artificial Intelligence
- Optimization Algorithms
- Genetic & Chaotic Systems
- Reinforcement Learning
- Decision Support Systems
- Quantum Computing
- C / C++
- Python
- Flutter
- Machine Learning
- Deep Learning
- Reinforcement Learning
- Hyperparameter Optimization
- Genetic Algorithms
- Chaotic Algorithms (Henon Map)
- Fuzzy Logic
- TOPSIS
- Multi-Criteria Decision Making (MCDM)
- Algorithm Analysis & Design
- UML & System Modeling
- Hybrid Fuzzy Logic + PPO model
- K2 Mission light curve data preprocessing
- Signal classification & transit detection
- Achieved 94% accuracy
Technologies: Python, NumPy, Pandas, Scikit-learn, Deep Learning, Reinforcement Learning
- Synthetic dataset generation using Henon chaotic map
- Multi-criteria ranking with TOPSIS
- Decision-support system for container logistics optimization
Technologies: Python, SciPy, NumPy, Pandas
- 📧 Email: karsliogluu00@gmail.com
- 📍 Istanbul, Türkiye