Innovative Projects
Pushing the Boundaries of AI, Data Science, and Geospatial Technologies
Enhancing GPS Positioning Accuracy Using Machine Learning
Developed a hybrid GNSS positioning system using Least Square Estimation and Machine Learning Achieving 4.48m accuracy. Minimized Mean Absolute Error for Random Forest Regression up to 0.000122
Seismic Detection Across the Solar System
Statistically programmed a Python algorithm to detect seismic events in noisy data from Apollo and Mars InSight missions and Applied 5+ algorithms Achieving 96% accuracy.
Position, Velocity and Time Estimation in GNSS using MATLAB
Leveraged Adaptive Kalman Filter along with Maximum Likelihood Estimation that mitigated 30% of noise. Designed and implemented MATLAB Simulation of Moving Window Averages increasing accuracy to 87%
Land Segmentation using Satellite Images
Combined Effcient-Net encoder and CNN to predict forest area using 7000+ TIFF images. Achieved a segmentation accuracy of 85%.
Nakshatra Navigators Space Tourism Website
Designed and developed a website for Space Tourism encoraging space exlporers to find out ways to visit the planets in our galaxy and beyond. Integrated 3D models to enhance visualization.
Galaxy Portfolio Website for Tech-freaks
Designed and developed a Portfolio website to display my existing Projects, Publications, Experience, Certifications, Blogs, etc. This portfolio website is specially designed for Tech-freaks like Scientists, Engineers & Researchers.
Titanic Data Analysis & Visualization
Performed feature engineering, create visualizations, and build predictive models to understand the factors that influenced survival rates.
Advance Iris Dataset Analysis and Visualization
Explored the Iris dataset using exploratory data analysis (EDA) and clustering techniques.
Alpine Trekkers Dashboard (Power BI)
Unlocking insights from event participation data to enhance planning, marketing, and engagement for Alpine Trekkers events.