Programming Projects

Brain-Computer Interface: Intracranial Neural Signal Speech-to-Text Prediction

A Project for UCLA Fall ‘25 EC ENGR C143A: Neural Signal Processing & Brain-Computer Interface, instructed by Jonathan Kao, Professor of Electrical & Computer Engineering (Neural Engineering & Computation Division).

This project was in collaboration with Nikhill Dewitt and Aadrij Upadya.

GitHub: IntracranialNeuralSignal-BCI-Prediction

Keywords: Neural Decoder, Speech BCI, Machine Learning, Phoneme Error Rate, Speech Recognition

Protein Structure Prediction

A Project for UCLA Fall ‘25 MATH 156: Machine Learning, instructed by Giulio Farolfi, Hedrick Assistant Adjunct Professor of Mathematics (Computational & Applied Mathematics Group).

THis project was in collaboration with Andrew Zhang, Steven Villanueva and Jiwoo Hyun.

GitHub: ProteinStructurePrediction

Keywords: Multiclass Logistic Regression, Neural Network, Naive Bayes Classifier, Protein, Amino Acid Sequence, Machine Learning

Skin Cancer Detection with 3D: Total Body Photographs (HAM-10000 Dataset)

Keywords: Boosting, Stacking, Ensemble Methods, LightGBM, SVM, XGBoost, Feature Extraction\ details to come

Last Updated: November 11, 2025