coding projects
Youtube Recommendation Website Article | Code | Poster | Video | Website This is an end-to-end product for a Youtube video recommender system with a NLP-based filter using LLMs like BERT and Chat-GPT to provide a personalized browsing experience and filter offensive/addictive content.
NHL Draft Predictions Article | Code We leveraged Natural Language Processing (NLP) techniques to predict player outcomes in the National Hockey League (NHL) draft. We outline our journey through various NLP methodologies, starting from the baseline NLTK approach and progressing to state-of-the-art Language Models (LLMs) like Google’s BERT and OpenAI’s Chat-GPT.
Better LinkedIn Job Postings Code I used the Scraping Dogs API and BeautifulSoup to obtain higher quality LinkedIn job postings. This allowed me to filter to specific roles that I desired and avoid LinkedIn job advertisements posting irrelevant/repetitive jobs.
This Website Code I crafted this portfolio website within 3 days by immersing myself in front-end technologies (HTML, Javascript, and CSS) despite having no prior knowledge. Notably, this project is built upon the al-folio template, incorporating Jekyll and Github Actions for CI/CD, showcasing my rapid learning for web development.
Pytorch Graph-Based CNN Code This is a PyTorch implementation of a (Dual Graph) Convolutional Neural Network (CNN) for semi-supervised classification from a highly cited research article to find insights in skin cancer single-cell data. I created customized Pytorch classes and functions to match the algorithms proposed in the research paper.