About me
My name is Andrea Gao (she/her). I am a full-stack AI practitioner.
I am interested in bringing data and ML/AI systems together to solve valuable problems. Over the past two years, I have been particularly focused on developing GenAI use cases and their iterations.
I have worked on every step in modern ML/AI systems, from proof-of-concept to pilot to production, as both an engineer and a leader. I find it thrilling to innovate and change the status quo with cutting-edge or mature technologies.
As I stepped into leadership roles, I found myself a bit rusty in coding in recent years. So I decided to rebuild my personal website to brush up on the latest tools and frameworks. I believe it’s important for leaders to stay close to their domain when they guide their team and organization.
Selected works
GenAI
Patent
- Multi-agent GenAI systems: an automatic reasoning and problem solving frame work based off LLM
- CallSight: GenAI systems for interpreting customer service communications (pending)
Open source
- ARTKIT: Automated prompt-based testing and evaluation of Gen AI applications
- PyData Talk: Use ARTKIT to Automate and Scale Up Your LLM Evaluation Process