- 🎓 3rd year Computer Engineering student at Gebze Technical University
- 🚁 Building software for autonomous UAV systems and computer vision
- 💼 .NET Developer Intern @ IWROBOTIX
- 🌱 Currently leveling up in Deep Learning, LLM optimization, and MLOps mindset
- 🤝 Open to Internship / Junior Software Engineer opportunities
- 🚁 Improve end-to-end UAV autonomy pipeline reliability in real-world scenarios
- 🧠 Build and optimize practical deep learning systems for vision + LLM workflows
- ⚙️ Strengthen MLOps and backend engineering practices for scalable deployments
| Zone | What I do |
|---|---|
| 🛩️ Autonomous Systems | UAV mission logic, detection pipelines, field-ready software |
| 👁️ Computer Vision | OpenCV + YOLO based real-time detection/tracking workflows |
| 🧠 AI/ML | Model training, optimization, inference performance tuning |
| 🏗️ Backend Engineering | .NET services, IIS deployment flow, SQL-based systems |
Core
Familiar
Project metrics below are placeholders. Replace them with your real outcomes.
- TurboQuant — KV-cache compression layer for
llama.cppwith custom CUDA kernels ↳ Result/Metrics: [add latency, throughput, memory gain] - GTU-GOLGE_Yolov8_Training — YOLOv8 training experiments for UAV vision tasks ↳ Result/Metrics: [add mAP, precision/recall, FPS]
- MqttCommunication — MQTT communication implementation in Python ↳ Result/Metrics: [add message latency, stability, number of test scenarios]
- Learn_pytorch — PyTorch learning notes and experiments ↳ Result/Metrics: [add number of completed projects/experiments]
- LeetCode-Solutions — Algorithmic problem-solving archive ↳ Result/Metrics: [add problem count, difficulty distribution, streak]
- Teknofest 2025 Hepsiburada AI Address Resolution Hackathon — 43rd on Kaggle leaderboard
- Paribu Hub Code Prix — 3rd (Istanbul stage), 4th (Türkiye finals)
- METU VTOL 2024 — 1st place Final Design Report, 4th overall
Replace these placeholders with your real contact links.
- 📧 Email (Personal):
[email protected] - 🎓 Email (Academic):
[email protected] - 💼 LinkedIn:
inkedin.com/in/alperen-söylen-aba09a251 - 🧑💻 GitHub:
github.com/Alperen012