EXPERIENCE
Building AGT @ MotionShark
building real-time SAT tutoring agents, making AI agents smarter and education more accessible
Piyonist
chess engine + AI coaching platform · MCTS & minimax · voice agents · piyonist.com
Medical AI @ TEKNOFEST
polyp segmentation (97.98% IoU) · cardiomegaly detection (95.13% IoU)
AI Researcher @ ARF
- • Evaluated and benchmarked 15+ LLMs (DeepSeek, Llama3, GPT-4o) for educational applications.
- • Conducted research on LLM performance in question-answering and text-to-speech tasks.
Head of Technology @ Cotton Biotechnology
- • Managing all tech and IT functions of mrpolymers.com.
- • Building and maintaining the company website.
Partogo
e-commerce integration tool · serving 50+ businesses · built at Sobuman Software.
PUBLICATIONS
EchoLLaMA: 3D-to-Speech with Multimodal AI
preprint · 3D-to-speech with multimodal AI
Pamuk, A. E., Kocabay, S. T., Ozdemir, E. K.
paperSuperpositional Gradient Descent: Harnessing Quantum Principles for Model Training
accepted at IEEE QAI 2025 · superposition for model training (beats Adam & AdamW)
Pamuk, A. E.*, Ozdemir, E. K.*, Kocabay, S. T.
paper