adidas-product-search

Using Langchain and OpenAI to create a product search platform that enables users to find Adidas products through search queries

aws-sagemaker

A directory of machine learning projects trained and deployed on Amazon SageMaker

beating-the-bookie

data-scientist-in-2023

Analyzing data scientist job openings posted in 2023 to see what exactly people look for in a data scientist.

disasterresponse

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.

lamini-textgeneration

Deploying a HuggingFace LLM on Amazon SageMaker. Building a Streamlit application for it and deploying it on an Amazon EC2 Instance

landmarkclassification

Using PyTorch to train a custom CNN from scratch and to train a pre-trained ResNet18 model to identify famous landmarks in images.

langchain-document-chat

Streamlit application using Langchain and the ChatGPT API to enable users to ask questions on uploaded PDF documents.

llm-exploration

This repository provides various examples that demonstrate how to use different LLMs for different applications.

movierecommenderpyspark

Movie Recommendations using Collaborative Filtering with Alternating Least Squares (ALS) in PySpark

recommendersystems

Notebooks and Code for different methods used for recommender systems

roberta-text-classifier

Train and deploy fine-tuned RoBERTa model for text classification using PyTorch on Amazon Sagemaker

t5-news-summarizer

Fine-tuning and deploying a T5 LLM on Amazon SageMaker to perform summarization on News Articles

timeseriesanalysis

Repository used to learn about different time series techniques for store-item product forecasting using Kaggle dataset.

uw-notes

Collection of University courses and assignments

whatsthedog

Using a pre-trained CNN model to leverage transfer learning to predict different dog breeds

zhikaichen99

Config files for my GitHub profile.