Welcome to the AI x Product Hackathon! Here is the Eventbrite page.
This repository contains documentation, datasets, and starter code for the hackathon. Good luck and have fun!
These products have specific challenges and prizes associated with them. Learn more about how to get started with these products and ideas for projects using them!
- Amplitude: a product analytics tool that helps you understand what users are doing and build better products.
- New Relic: an analytics and observability platform for troubleshooting and optimizing software performance.
- LanceDB: a vector database designed for the complex requirements of large-scale AI and ML applications.
- AWS: AI code generation with CodeWhisperer and LLM foundational models on SageMaker Jumpstart.
- Fennel.ai: a fully-managed, realtime feature engineering platform for fast moving ML teams.
These products are part of this hackathon and have a representative at the event. Check them out!
- Leap AI: a single API for everything AI.
- Modal: end-to-end cloud compute for model inference, batch jobs, task queues, web apps, and more.
- Entertwine: AI recommendation engine. Users can recommend/match/filter data in seconds with no current limit to the number of data points.
These products are not directly related to the hackathon, but we think you might be interested in using them.
- SentenceTransformers: a Python library for state-of-the-art sentence, text, and image embeddings.
- OpenAI: powerful large language model APIs for chat, completion, and embedding.
- Hugging Face: a repository of ML models, and a platform for training/inference.
We've prepared some demo behavioral data that is particularly interesting for product analytics use cases.
Here are some additional resources for datasets that might be interesting for you to build with.