Hi! I am Han Lee.
I build and operate machine learning systems. Currently I am building and operating Generative AI applications, search and discovery systems, and LLM models.
In this blog, I journal my thoughts on machine learning engineering, data science, and MLOps.
Occassionally I might write about the technology industry as someone who has sell-side, buy-side, and venture capital investing experiences in the tech sector.
Recent Posts
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Service as Software
In the AI future, **The model is the product**. You will no longer buy software; you subscribe to an expert.
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Subject: search lingo
Email exchange between John Giannandrea and Adrian Perica of Apple on the the challenges and intricacies of building a modern search platform.
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Decoding LLM Pricing: The Cost of Input and Output Sequences in Generative AI
Explore the mechanics behind LLM pricing, focusing on why companies charge based on input and output sequence lengths. Delve into the world of machine learning inference, discovering how these factors influence computational resources and pricing strategies in Generative AI.