
Projects
Interactive Visualizer of the Collatz Conjecture built on Observable with D3 & JS.
Application of statistical methods and ML algorithms such as Fisher's Linear Discriminant Analysis and Support Vector Machines to classify genetic profiles for IBD patients.
Analysis of heart failure data using Kaplan-Meier estimators and Stratified Cox Proportional Hazard models with considerations for lead time bias.
Explores the simulation, visualization, and interpretation of synthetic time series data, with emphasis on utilizing Fast Fourier Transform algorithms, deriving power spectral density, applying filter designs, and performing cross-spectral analysis.
Supervised and unsupervised NLP methods in categorizing pandemic-related medical research/academic literature to cluster and classify important subgroups and determine topics of focus in a comprehensive overview.
Flight path model using Lasso-configured spatial positioning algorithm and optimal pathways for aerial fire detection.