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hb9398's Projects

eyetracker icon eyetracker

This is meant to be a python wrapper allowing a user to track their eyes and find out exactly where the user is looking on the screen

lexrank-auto-sumarization icon lexrank-auto-sumarization

Applied the LexRank Algorithm with Natural Language Processing to auto-summarise a given document using extractive summarisation methods.

portfoliohb icon portfoliohb

Portfolio made using three nodeJs React Tailwind and Bootstrap

predicting-credit-card-default---taiwan icon predicting-credit-card-default---taiwan

Conducted logistic regression and implemented KNN, Naive Bayes, Support Vector Machine, Random Forest, and Neural Network for credit default prediction, optimizing models through hyperparameter tuning and cross-validation to predict Taiwanese customer's default probability.

snap-n-eat icon snap-n-eat

Food detection and recommendation with deep learning

social_media_scraper icon social_media_scraper

Used python-tweePy with the Twitter API to scrape through the global feed for tweets (refresh rates: 1500 tweets) about locusts with pictures of proof to update a database. This data was then plotted as a heat-map of the world.

unijobscraper icon unijobscraper

Scraped the university website with Cheerio and Axios to get updates and enable me to apply to (15+) positions. Ran it as a cronjob every 2 days using PM2 daemon on Glitch Servers to notify me via email.

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