I'm an AI/ML Engineer & Researcher based in İstanbul, turning large language models and computer-vision research into production systems.
- 🤖 AI Engineer @ DT Cloud — building tool-enabled LLM agents (planner / retriever / writer / evaluator), an end-to-end LLM Benchmark Platform for Türkiye's Defense Industries Agency (SSB), and self-hosted multi-agent (A2A) platforms.
- 🎓 MSc Computer Engineering (GPA 3.96/4.00) — thesis: Fine-Tuning Large Language Models for Turkish Agriculture.
- 🔬 Fine-tuned a domain LLM (Google Gemma, LoRA/PEFT) under a TÜBİTAK project; passed benchmark-driven milestone evaluations.
- 📝 Published researcher in computer vision & applied ML · 🏆 6× Honour Certificate recipient · former Microsoft Student Ambassador.
- 🧰 Core stack: Python · FastAPI · Django · LangChain · LiteLLM · PyTorch · TensorFlow · RAG · Qdrant/Chroma · Redis/Celery · Docker.
- 💬 Ask me about LLM agents, RAG pipelines, fine-tuning, or computer-vision products — open to research collaborations.
📂 Browse all my repositories →
- AI Engineer · DT Cloud — Jun 2025 → Present Production LLM agents · LLM Benchmark Platform for SSB (Django + LiteLLM + Redis/Celery/Flower) · self-hosted multi-agent (A2A) platform · Gemma LoRA/PEFT fine-tuning (TÜBİTAK) · evaluation harnesses (EM / F1 / semantic similarity) · multi-LLM routing with fallback & cost/latency-aware selection.
- R&D Engineer · Mirsis Information Technologies — Sept 2023 → Jun 2025 Transformer-based CV parsing for an AI recruitment platform · migrated a classic NLP pipeline to a fine-tuned LLM-driven solution inside Django.
- Founder & Captain · Familiar — Nov 2022 → Present Meeting summarizer & content-creator LLM tools · medical-imaging classification (breast cancer, brain tumour) · detection & data-automation solutions.
- Scientific Researcher · University of Groningen (NL) — Aug 2023 → Oct 2023 Custom ML models for research papers, from data collection to results visualization.
Research — MSc thesis: Fine-Tuning LLMs for Turkish Agriculture · Coursework: Artificial Neural Networks, Big Data Technologies, Image Processing.
Selected Publications
- 🍓 Strawberry Counting & Ripeness Detection on the Web — IEEE, 2025
- 🎵 Song Popularity Classification Using the Spotify Dataset (2023)
Certifications — Hugging Face (MCP · AI Agents) · NVIDIA (RAG Agents · Jetson Nano) · Google (Gemini Multimodal) · DeepLearning.AI (Finetuning LLMs · NLP in TensorFlow) · LangChain (Chat with Your Data) · Stanford (ML Specialization) · IBM (ML with Python).
🧠 Founder & President — AI Society, Yozgat Bozok University · 🎤 Microsoft Student Ambassador · 🏆 6× Honour Certificate recipient
🇹🇷 Turkish Native · 🇬🇧 English Fluent · 🇳🇱 Dutch Elementary · 🇩🇪 German Elementary
