AI-Driven CX Experiments.
Built a custom, AI-powered search experience — a Pinecone vector database and OpenAI APIs enabling summarization and natural-language filtering — and shipped it production-ready, caching, rate limits and all.
I created a custom, AI-powered search experience that goes beyond basic chatbot responses or keyword-matching results for a magically better UX. This utilizes a vector database, custom UX, and OpenAI APIs to enable things like summarization and natural language filtering.
The tech stack includes:
- Pinecone.io vector database
- OpenAI APIs
- WordPress (self-hosted/PHP)
- MySQL database
- VS Code + Github for versioning
Beyond utilizing AI as a service, this is an interesting case where I also used LLMs for coding assistance. I was able to build a production-ready product (including caching, rate limits, feature segmentation by user type, etc.) through a combination of technology and prior knowledge of coding.
Visit the live site to test: functioninghuman.com (not all featured available to logged-out users)