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Steffi Tan's Projects

ch-ai-checkin icon ch-ai-checkin

Simple web-app to check-in participants in the UC Berkeley AI Hackathon (2023) run by Cal Hacks.

cubstart-website icon cubstart-website

Website for Cubstart DeCal (CS198-075/750). Auto-updates based on content .md files, without needing to update any HTML/CSS code. In use for >3 semesters.

cvl-2d-het icon cvl-2d-het

2D electro-mechanical simulator. It can simulate isotropic and anisotropic wave propagation on a 2D domain.

gamereviewclassifier icon gamereviewclassifier

Used BERT, Tensorflow Hub, and Convolutional Neural Network for classification of game reviews. Achieved 99.8% accuracy.

netflixrecommender icon netflixrecommender

Used Rake and NLTK for preprocessing, with scikit-learn's CountVectorizer and Cosine Similarity to recommend similar Netflix content based on a user's input movie/show.

spamfilter icon spamfilter

Used NLTK, Pandas, and scikit-learn's Naive Bayes Classifier to filter spam vs ham messages from University of California, Irvine's SMS Spam Collection. Achieved 95% accuracy.

warn icon warn

Traumatic content blocking Chrome extension

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