Electrical & Electronics Engineer
AI & ML Interests
- 🤖 Main focus: AI & Machine Learning
- 🎓 B.Sc. in Electrical & Electronics Engineering, Istanbul Medipol University (2021–2026, Honor)
- 🚄 Working Student @ Siemens Mobility — Fit4Rail program
- 📶 Also into: Digital Signal Processing · Wireless Communications & RF
- 🌍 Full portfolio → hakansabunis.com
Deep Learning · Time-Series Forecasting · Transformers · LLM Agents · RAG · MLOps · Model Evaluation & Anti-Leakage
TFT-Flood for Nationwide Flood Prediction in Turkey: A Three-Branch Hybrid Deep Learning Architecture
Hakan Sabuniş, Yusuf Ünlü, and Prof.Dr. Mehmet Kemal Özdemir
2026 34th Signal Processing and Communications Applications Conference (SIU), IEEE, Jul. 2026, pp. 1–4.
DOI: 10.1109/SIU71813.2026.11636290
| Project | What it is |
|---|---|
| 🌊 TFT-Flood | Temporal Fusion Transformer for nationwide flood early warning (SIU 2026, IEEE) |
| 📡 DAB+ ASA | A first in Turkey — AI-powered Emergency Warning System, tested at Çamlıca Tower |
| 🔎 TürkResearcher | Multi-agent RAG over 633K Turkish theses with IEEE citations — live on HF Spaces |
| 🧭 mlcompass | LLM agent for the full ML pipeline — CLI + MCP, evidence-bound anti-hallucination (PyPI) |
| 🤖 agentlite | Small, focused Python library for building Claude-powered agents (PyPI) |
| 📶 GPS L1 Antenna | High-performance 1575 MHz microstrip patch antenna (CST Studio) |