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Real-time human detection from drone footage using neural networks, plus coordinate estimation without GPS or radio by analyzing image sequences and flight trajectory. Built with YOLO 12 nano, Pyth…
Prototype that optimizes intersection traffic lights using computer vision and near‑miss analysis. It detects and tracks vehicles with YOLOv8 and ByteTrack, estimates queues and TTC, then adjusts g…
Intelligent routing system for entrepreneurs that optimizes client visits using ML and Graph Neural Networks. Backend FastAPI with JWT and dataset management, plus GNN/RL models to compute time‑win…
Intelligent system for filtering confidential data in online and batch modes, built with FastAPI, Airflow, BERT, Kubernetes, Docker, and CI/CD quality gates.
Python
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