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Portfolio

portfolio

Python Celestial Object Classification

Classifying stars, galaxies, and quasars based on spectroscopic and photometric data, achieving accurate categorization using Decision Trees.

portfolio

Movie Recommendation

Knowledge/Rank-based, Similarity-based, and Matrix-factorization-based Collaborative Filtering recommendation systems.

portfolio

Self-Driving Car

Trained neural network that manages to avoid obstacles and minimize travel time between two points for a car simulation.

portfolio

Audio Digit Recognition

ANN built using Keras that uses Mel spectrograms for audio file classification

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Hotel Booking Cancellation Prediction

Logistic Regression, SVM (Linear and RBF Kernels), Decision Tree, and Random Forest models for hotel booking cancellation prediction

portfolio

Minerva (HackHarvard 2023)

Full stack note taking app designed to enable people who suffer from hearing loss to be able to retroactively transcribe their lectures or meetings.

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Kalman Filtering for Object Tracking

Numerical solutions to precisely track moving objects in 2D and 3D (link) environments via dynamic models and state transition equations.

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