Summary
Andrew Huang is a Senior Software Engineer with 14 years of experience and 10+ years of deep Python expertise, currently building LLM-enabled interfaces and tooling at Anaconda. He blends scientific rigor from an MS in Atmospheric Sciences with practical systems skills—optimizing data pipelines and reducing runtimes by up to 40x using numpy, dask, and numba. A prolific open-source contributor (500+ PRs) across scientific and visualization projects like xarray, holoviews, and prefect, he also authored ahlive for data animation. Andrew has shipped production LLM solutions using OpenAI, LlamaCpp, LangChain and RAG, and won an AI hackathon for a call-transcription scam detector that protected vulnerable communities. Comfortable across file formats and cloud databases, he pairs hands-on engineering with reproducible research practices and community-driven support.
14 years of coding experience
5 years of employment as a software developer
Master of Science - MS Atmospheric Sciences, Master of Science - MS Atmospheric Sciences at University of Illinois Urbana-Champaign
English, Chinese