AI Research Engineer at Huawei
PhD in Astronomy and Space Science from Istanbul University. Currently working on AI research, with a particular interest in Recommender Systems and Large Language Models.
Recommender Systems
Developing large-scale recommendation systems for Huawei AppGallery across multiple regions (Asia, Africa, Latin America), focusing on ranking algorithms and A/B testing analytics..
LLMs & RAG
Exploring Retrieval-Augmented Generation architectures for intelligent systems.
Astrophysical Data
Experience in classifying galaxies using CNNs on massive datasets (SDSS, DECaLS).
ML & Deep Learning
Developing machine learning models with a focus on practical implementation.
NLP & Vision
Processing text and image data using multi-modal AI methods.
Domain Spesifik LLM: QLoRA Finetuning ve RAG Entegrasyonu
Büyük Dil Modellerinde İnce Ayar: PEFT ve LoRA Yaklaşımı
RAG — 201: Naive, Advanced ve Modular RAG
Corrective Retrieval Augmented Generation (CRAG)
Self-Reflective RAG (Self-RAG)
Retrieval-Augmented Generation: CIA Factbook ile Doğrulanabilir Soru-Cevap Sistemi
Ajanlar (Agents) — 101