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Projects

Binary Black Hole Merger Predictor (Harvard CfA Project)

Wrote Python code to analyze large-scale COSMIC simulation data and predict binary black hole mergers. Used NumPy, Pandas, and Matplotlib to filter datasets, apply astrophysical models, and visualize merger patterns across different stellar conditions.

Astrophysics β€’ Python β€’ Python

3D Galaxy Mapper

Built a 3D interactive galaxy mapping web app using Flask, visualizing astronomical data from galaxies' redshift and coordinates. Integrated Hubble’s Law to calculate galaxy distances and used Plotly for interactive data visualization.

Python β€’ Flask β€’ Plotly β€’ Astrophysics

Self-Parking Robot Algorithm

Developed an algorithm to process LiDAR data for autonomous parking functionality, using proportional and proportional-derivative control methods for optimal performance.

Python β€’ Algorithms β€’ LiDAR

Michelson Interferometer

Collaborated with a team to design and construct a Michelson Interferometer, analyzing interference patterns to validate theoretical predictions. Presented findings at a symposium, demonstrating the device's functionality and scientific principles.

Optics β€’ Physics β€’ Engineering