Projects

Sea Dragon 🐉 - Autonomous Underwater Vehicle

The Sea Dragon is an advanced Autonomous Underwater Vehicle (AUV) designed for underwater exploration and data collection. Built using state-of-the-art components, including an ESP32, Raspberry Pi 4B, and a variety of sensors, the Sea Dragon is capable of executing complex missions in challenging underwater environments.

Amrita Canteen App

Project Code: Visit
Web App. built using advanced DL techniques to provide insights into the menu & crowd statistics of the canteen using CCTV cameras. Under review of the college board, to be adopted in canteens.

Customer Churn Prediction Analysis Using Ensemble Techniques in Machine Learning

Project Code: Visit
Customers are a company’s most valuable asset, and maintaining customers is critical for any organisation looking to increase revenue and develop long-term meaningful relationships with customers. Furthermore, the cost of obtaining a new client is five times that of keeping an existing customer. Customer Churn/Attrition is one of the most well-known business difficulties in which consumers or subscribers discontinue doing business with a service or a firm. Ideally, they will no longer be a paying customer. A client is considered to have been churned if a certain length of time has passed since the consumer last interacted with the company. Identifying whether or not a client will churn and offering relevant information aimed at customer retention are crucial to lowering churn. Our brains cannot anticipate customer turnover for millions of clients; here is where machine learning may assist.