Zhi Kai Chen's Projects
Using Langchain and OpenAI to create a product search platform that enables users to find Adidas products through search queries
A directory of machine learning projects trained and deployed on Amazon SageMaker
Analyzing data scientist job openings posted in 2023 to see what exactly people look for in a data scientist.
Develop a machine learning model to classify distaster messages and build a web application that can categorize incoming messages into their corresponding topics or categories.
Deploying a HuggingFace LLM on Amazon SageMaker. Building a Streamlit application for it and deploying it on an Amazon EC2 Instance
Using PyTorch to train a custom CNN from scratch and to train a pre-trained ResNet18 model to identify famous landmarks in images.
Streamlit application using Langchain and the ChatGPT API to enable users to ask questions on uploaded PDF documents.
This repository provides various examples that demonstrate how to use different LLMs for different applications.
Movie Recommendations using Collaborative Filtering with Alternating Least Squares (ALS) in PySpark
Notebooks and Code for different methods used for recommender systems
Train and deploy fine-tuned RoBERTa model for text classification using PyTorch on Amazon Sagemaker
Fine-tuning and deploying a T5 LLM on Amazon SageMaker to perform summarization on News Articles
Repository used to learn about different time series techniques for store-item product forecasting using Kaggle dataset.
Collection of University courses and assignments
Using a pre-trained CNN model to leverage transfer learning to predict different dog breeds
Config files for my GitHub profile.