Projects

Pose Estimation

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CNNs for spacecraft relative pose estimation: ASPP + Homoscedastic Uncertainty Loss Weighting / Cross-Domain Spherical Embedding / Transfer Learning (Keras + TensorFlow)

LDA-CAVI

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Coordinate Ascent Variational Inference (CAVI) for Latent Dirichlet Allocation (LDA)

TFA-BOLD5000

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Clustering Methods and Topographic Factor Analysis (TFA) on the BOLD5000 fMRI dataset for study of correlation between image semantics and cortical regions

COSMIC

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Content-based Onboard Summarization to Monitor Infrequent Change (COSMIC): Random Forest and FCN-based Martian Swiss cheese detection

Speech-to-Text Web App

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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

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Seminar on stance detection models involving MLPs, CNNs, gradient-boosted Decision Trees, etc.

Medical 3D Display

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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

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Web crawler that collects Daum News article data, implemented as part of a project for fake news detection engine development