drone-delivery-optimization

Real-time drone delivery optimization using Apache Kafka, Spark, and AWS for route efficiency and collision avoidance.

Drone Delivery Optimization

🔗 Project Link

https://github.com/Bitu-Singh-Rathoud/drone-delivery-optimization

📌 Overview

This project implements a real-time drone delivery optimization system using big data technologies. It processes streaming telemetry data to optimize delivery routes, reduce travel time, and improve efficiency while avoiding collisions.

🚀 Features

• Real-time data streaming using Apache Kafka
• Distributed processing with Apache Spark
• Route optimization for delivery efficiency
• Collision detection and avoidance logic
• Scalable storage using AWS (S3, Redshift)

🛠 Tech Stack

• Python
• Apache Kafka
• Apache Spark (PySpark)
• AWS (S3, Redshift)
• Big Data Analytics

📊 Results

• Improved route efficiency using real-time data processing
• Reduced delivery time through optimized path selection
• Simulated collision detection for safer drone operations

▶️ How to Run

pip install -r requirements.txt
python main.py