Batuhan Edgüer¶
AI Researcher & ML Engineer
ML engineer and AI researcher building end-to-end ML pipelines, fine-tuning LLMs, and deploying anomaly detection systems. Specializing in meta-learning, deep reinforcement learning, and NLP.
6+
Projects
M.Sc.
Researcher
100+
Students Mentored
3+
Years Teaching
What I'm Working On¶
- Meta-Learning Thesis — Multi-LLM annotation pipeline with QLoRA fine-tuning and calibrated active learning
- Depth Estimation Paper — Compact monocular depth architectures with synthetic stereo generation
- Teaching — Data Structures & AI lab sessions at Yeditepe University
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Research
Meta-learning, few-shot learning, LLMs & NLP, deep reinforcement learning, high-performance ML systems
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Engineering
PyTorch, CUDA, FastAPI, Docker, MLflow — from prototype to production
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Teaching
Teaching Assistant at Yeditepe University — Data Structures, Software Engineering, AI
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Projects
Meta-learning, depth estimation, NLP predictions, reinforcement learning, HPC