About Me
Summary
I'm developing a morphological segmentation-based tokenizer to improve Turkish language models. I also work on retrieval optimization and production-scale improvements in LLM-based RAG systems.
Kağan Arıbaş
Experience
İpek Yolu Girişimci Kuluçka Merkezi
Spearheading the flagship LLM chatbot initiative for the incubation center, turning research into a scalable product.
- Responsible for RAG architecture and integration in İpekGPT LLM-based chatbot development.
- Reduced token consumption & API cost by 80-90% through system optimizations.
- Active role in model development/integration for aerial defense systems and NLP competitions.
LLM
RAG
PYTHON
Európa 2000 Gimnázium (Budapest)
Completed a short-term mobility project in Budapest, Hungary, focusing on ecological literacy and cross-cultural collaboration.
- Represented my high school in the 'Green 5.0' ecological literacy project.
- Collaborated with international students to raise awareness about environmental sustainability.
- Demonstrated C1-level English proficiency through daily cross-cultural communication and presentations.
ENGLISH
C1
SUSTAINABILITY
COMMUNICATION
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Skills
AI & Research
RAG
NLP
Deep Learning
LLMs
Embeddings
Transformers
PyTorch
Core Engineering
Python
Scikit-learn
Docker
Git
Algorithms
Designing intelligent systems that solve real-world problems.
Let's Build
Together
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