Ahmet Erdem Pamuk
Researcher · BuilderAbout
Researcher focused on natural language processing, agentic LLMs, multi-agent systems, and voice AI. Building production conversational agents and exploring quantum-inspired optimization for ML. ICLR 2026 DeLTa Workshop reviewer. Work spans LLM evaluation, SAT/edtech AI (MotionShark), chess AI (Piyonist), and medical/vision pipelines (TEKNOFEST). Papers at IEEE QAI and Preprints; Kaggle & DataMedX placements. Based in Ankara.
Experience
Building AGT — the Artificial General Teacher. LLM-powered SAT study planner, diagnostics engine, and tutoring agent with structured tool-call orchestration. Partnered with Prep Expert (Shark Tank, Mark Cuban). Shipped full backend, frontend, and admin prompt editor.
Reviewer for the DeLTa (Deep Generative Model in Machine Learning: Theory, Principle and Efficacy) Workshop.
Technical and IT operations for mrpolymers.com. Designed, built, and maintained company website and digital infrastructure.
State-of-the-art chess engine and personalized AI coaching platform for Turkish users. MCTS, Minimax, adaptive agents; deployed piyonist.com.
Evaluated and benchmarked LLMs for educational use cases. Research on QA and text-to-speech; worked with DeepSeek-R1/V3, Llama3, Qwen2.5, GPT-4o/mini, o1, o3. Technical insights informed product strategy.
Developed Partogo, an e-commerce integration platform for cargo tracking and invoicing. C# Windows Forms UI; platform served 50+ businesses by 2025.
Team Lyra AI (Trendyol E-Commerce Hackathon Finalist); Lyra Medicus (AI in Healthcare Finalist); HezarFen (AI in Aviation Finalist); CatBoost Baseline (Trendyol E-Commerce Hackathon Finalist). Led multidisciplinary teams across healthcare, aviation, and e-commerce tracks.