CNNs for spacecraft relative pose estimation: ASPP + Homoscedastic Uncertainty Loss Weighting / Cross-Domain Spherical Embedding / Transfer Learning (Keras + TensorFlow)
LDA-CAVI
Coordinate Ascent Variational Inference (CAVI) for Latent Dirichlet Allocation (LDA)
TFA-BOLD5000
Clustering Methods and Topographic Factor Analysis (TFA) on the BOLD5000 fMRI dataset for study of correlation between image semantics and cortical regions
COSMIC
Content-based Onboard Summarization to Monitor Infrequent Change (COSMIC): Random Forest and FCN-based Martian Swiss cheese detection
Speech-to-Text Web App
Flask-based web application that records sound (as PCM/WAV) and converts speech to text via Google Cloud Speech API
Fake News Stance Detection Seminar
Seminar on stance detection models involving MLPs, CNNs, gradient-boosted Decision Trees, etc.
Medical 3D Display
Visual demo of interactive side-by-side view of the human heart, one generated by a trained AI engine and the other from real MRI data
Daum News Crawler
Web crawler that collects Daum News article data, implemented as part of a project for fake news detection engine development