An intelligent tactical system processing live flight telemetry, automatically classifying aircraft maneuvers via deep learning models and displaying airspace movements on a real-time radar map.
Autonomous maritime surveillance platform detecting vessels from live video streams (YOLO + ByteTrack) and fusing them with AIS radio broadcasts on an interactive Leaflet C2 tactical dashboard.
Deep learning prediction platform modeling Formula 1 podium & point finishes using 2019–2026 track, team, and grid telemetry across 5 neural network architectures.
Autonomous traffic control system using Mamdani Fuzzy Logic. Dynamically optimizes green light timings based on vehicle density, wait times, pedestrians, and emergency priority with a 2D Pygame simulation.
Eco-friendly mobile assistant identifying and classifying waste types from camera images using edge machine learning models, offering actionable recycling advice.
Predictive machine learning web application analyzing daily habits, stress factors, and lifestyle indicators to assess personal mental health risk profiles.
Source code repository of 42 Istanbul Common Core & Piscine projects covering strict memory management, low-level data structures, Unix systems, and 42 Norminette compliance.
Core engineering competencies, frameworks, and technical domains:
• PyTorch / ONNX Runtime
• YOLO / ByteTrack
• OpenCV & Computer Vision
• Sensor Fusion & Radar Tracking
• TensorFlow / TFLite Edge-AI
• CNN, LSTM, Transformers
• Scikit-Learn / Predictive Modeling
• Fuzzy Logic (Scikit-Fuzzy)
• Pandas, NumPy, Data Pipelines
• Streamlit Dashboard Apps
• Python (Core, Scientific)
• C / C++ (Low-Level Systems)
• Dart (Mobile Apps)
• JavaScript / TypeScript
• 42 Norminette & Memory Mgmt
• FastAPI & REST APIs
• Flutter Mobile Framework
• Three.js / WebGL / Web Audio
• Grafana & Leaflet Tactical UI
• Git / GitHub & Linux / Bash
Let's connect and build innovative projects together. Reach out through any of these direct channels: