🎓 M.Sc. student in Computer Engineering at Yıldız Technical University
🤖 Interested in Artificial Intelligence, Machine Learning, Deep Learning and NLP
🧠 Working on LLM fine-tuning, knowledge distillation, reward engineering and computer vision projects
📍 Istanbul, Turkey
I have a background in Mechatronics Engineering and I am currently pursuing my Master's degree in Computer Engineering.
My interests mainly focus on:
- Machine Learning
- Deep Learning
- Natural Language Processing (NLP)
- Computer Vision
- Large Language Models (LLMs)
- Representation Learning
- Ensemble Learning
I enjoy developing AI systems for real-world problems and building technically detailed, research-oriented projects.
- Python
- C
- C#
- SQL
- PyTorch
- TensorFlow
- scikit-learn
- Hugging Face Transformers
- LoRA
- Quantization
- CNN Architectures
- Transformer Architectures
- NumPy
- Pandas
- Matplotlib
- PCA
- Feature Engineering
- Clustering
- Representation Analysis
- Git
- Jupyter Notebook
- VS Code
- Google Colab
Teacher–student distillation pipeline for Turkish multiple-choice question answering using LoRA fine-tuning and ensemble learning.
Behavioral analysis and model merging experiments for Turkish GPT-2 based question answering systems.
Lightweight CNN-based industrial welding defect classification using the RIAWELC dataset.
Embedding-based semantic representation analysis using ensemble regression methods.
RFM analysis and K-Means clustering on the Online Retail II dataset.
- FastAPI
- Model Deployment
- Inference Optimization
- Docker for ML Systems
- Production-oriented ML pipelines
🔗 LinkedIn
https://www.linkedin.com/in/emir-kaan-sait/
💻 GitHub
https://github.com/krlov