David Huang

1 month ago | medium.com | David Huang

David Huang·Follow3 min read·--There are two paths to greatness, someone once told me — one, chase what you love most; two, pursue what you fear most. Either way, they lead to the same place. At the time, I brushed it off. It sounded like one of those cryptic, fortune-cookie phrases — abstract, vague, impossible to act on. But now, I see it. The thing you fear most may not be your enemy. It may, in fact, be the thing you secretly long for.

Jan 7, 2025 | rotary.org | Scott Simon |David Huang

Travel is broadening, enriching, and sometimes a pain in the butt. Over the past few decades, I have been blessed to be able to see much of the world. I have ridden camels in India and donkeys in Jordan, and “flown” aboard the U.S. space shuttle simulator. But I cannot drive a car, an inconvenience at times and occasionally a downright pain in the rear.

Dec 5, 2024 | medium.com | David Huang

David Huang·Follow10 min read·--Synthetic generation with LLMThis is part 2 of a two-part series on Structured Extraction with LLM on Databricks. Read here for part 1!In part 1 of this series, I demonstrated how to use a large language model (LLM) with structured output and AI_QUERY to perform large-scale batch extraction. Using a Lease Contract dataset, I established a baseline performance with an F1-score of 71%. Where can we go from here?

Feb 8, 2024 | mdpi.com | Sirani M. Perera |David Huang |Rodman J. Myers |Grace McLewee

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Jan 1, 2024 | jacc.org | Ido Goldenberg |Mehmet Aktaş |Wojciech Zareba |David Huang

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