Projects

A Python project that simulates the expansion of the Universe using the Friedmann equations under different cosmological models. (Ongoing)

Identified seismic quakes within noise in real data from Apollo missions and Mars InSight Lander using convolutional neural networks. Part of NASA SpaceApps Challenge 2024.

Implemented and fine-tuned BERT models using Hugging Face Transformers for multi-class emotion classification, achieving improved performance through attention mechanisms.

Developed a novel fuzzy-hybrid approach combining BERT transformers, LSTM networks, and Support Vector Machines with lexicon-based methods for emotion classification using Plutchik's 8-emotion model.

Aberration.dev - A website visualizing moonquakes caused by various events. Built with JavaScript, Python, Three.js, and Obspy. Part of NASA SpaceApps Challenge 2022 and 2023.