GithubHelp home page GithubHelp logo

Gary Kong's Projects

adaptive-rag icon adaptive-rag

This repository implements a persona-tailored Retrieval-Augmented Generation (RAG) system designed to address the diverse Generative AI (GenAI) needs of research and marketing teams.

agm-deliverynetworkoptimization icon agm-deliverynetworkoptimization

This project uses graph-based algorithms to optimize the delivery network for a startup focused on prepackaged meals. It also operationalizes this as part of a broader expansion strategy for the company.

anes-hypothesis-testing icon anes-hypothesis-testing

This project investigates the voting difficulties experienced by Democratic and Republican voters in the 2020 election, utilizing data from the American National Election Studies (ANES). By analyzing this dataset, the project aims to understand the extent of voting challenges across political affiliations.

depression-classification icon depression-classification

This project explores the use of motor actigraphy data collected from wearable devices to classify patients with depression. Motor actigraphy provides valuable information about individuals' physical activity and inactivity patterns, which can be indicative of their mental health status.

distilbert-api icon distilbert-api

This project demonstrates a fully functional prediction API that leverages the DistilBERT model from Hugging Face for sentiment analysis. It encompasses an end-to-end machine learning pipeline, including model packaging, API creation with FastAPI, result caching with Redis, containerization with Docker, and deployment to Azure using Kubernetes.

langchain icon langchain

🦜🔗 Build context-aware reasoning applications

motorcycle-feature-regression icon motorcycle-feature-regression

This project focuses on analyzing key features that influence customer approval of motorcycles, leveraging data from Bikez.com. By exploring the impact of features such as engine responsiveness (torque) and fuel capacity, we aim to provide insights that can guide motorcycle manufacturers in product design to enhance customer satisfaction.

pneumoniacxr-aidetect icon pneumoniacxr-aidetect

This project leverages AI to classify chest X-rays into Normal, COVID-19 pneumonia and non-COVID pneumonia categories using HOG, Radiomics, and ResNet

t5-textdetoxification icon t5-textdetoxification

This project introduces an innovative approach using T5 models to detoxify online text. It focuses on enhancing the capabilities of T5 through bidirectional training, data augmentation and lexically constrained decoding.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.