Robotics and AI

About

Profile Image of Parikshit Padole

Projects

Satellite Tracking and Trajectory Prediction Application

Developed an innovative web application to enhance Space Situational Awareness (SSA) by providing real-time satellite tracking and trajectory prediction for Earth’s orbit. The application leverages open-source Two-Line Element (TLE) data and integrates both traditional mathematical models and an experimental Long Short-Term Memory (LSTM) machine learning model for precise satellite trajectory prediction.

Earth Rock Classifier

Developed a RaspberryPi 4B based ML model that identifies 35 different types of rocks. This project was developed to understand and learn about image processing and learn how to integrate Machine Learning in Embedded systems.

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