Pinned Repositories
AI-Chatbot-AWS-Terraform
A scalable, serverless AI Chatbot built with AWS and Terraform, designed for automating customer service in property management. This project demonstrates the integration of OpenAI's LLM with AWS services for real-time, intelligent customer interactions and Terraform for infrastructure management.
AI-Recommendation-API
This project is a demo AI recommendation API, template for deploying such a system using FastAPI, Docker, and Kubernetes, integrated with a Snowflake data pipeline.
binary-classification-ml-api
Streamline machine learning with FastAPI-based Binary Classification API. Effortlessly upload data, train models, and predict outcomes using the Bank Marketing dataset. Perfect for beginners and a solid template for developers.
Milticlass-Text-Classification-Softmax
Multiclass Text Classification model with Softmax output layer using NLTK Reuters corpus with category
store-demand-forecast-model
A dockerized FastAPI-based application for predicting store sales using LightGBM model. Includes automated testing with GitHub Actions.
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
kwonzweig's Repositories
kwonzweig/AI-Chatbot-AWS-Terraform
A scalable, serverless AI Chatbot built with AWS and Terraform, designed for automating customer service in property management. This project demonstrates the integration of OpenAI's LLM with AWS services for real-time, intelligent customer interactions and Terraform for infrastructure management.
kwonzweig/binary-classification-ml-api
Streamline machine learning with FastAPI-based Binary Classification API. Effortlessly upload data, train models, and predict outcomes using the Bank Marketing dataset. Perfect for beginners and a solid template for developers.
kwonzweig/AI-Recommendation-API
This project is a demo AI recommendation API, template for deploying such a system using FastAPI, Docker, and Kubernetes, integrated with a Snowflake data pipeline.
kwonzweig/Milticlass-Text-Classification-Softmax
Multiclass Text Classification model with Softmax output layer using NLTK Reuters corpus with category
kwonzweig/store-demand-forecast-model
A dockerized FastAPI-based application for predicting store sales using LightGBM model. Includes automated testing with GitHub Actions.
kwonzweig/streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io