Andrei Lopatenko – Medium

Andrei Lopatenko

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Andrei Lopatenko

LLMs and Search Engines

A set of notes on how search engines can leverage Large Language Models (LLMs) and generative AI for significant customer and business…

6 min readApr 22, 2024

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LLMs and Search Engines

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Andrei Lopatenko

Optimization problems

Recently, I travelled to Florida with my wife. When Airline assigned seats to the passengers, almost all families got seats remote from…

10 min readApr 22, 2021

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Andrei Lopatenko

Wiki version of the compendium of LLM Evaluation methods for convenience

https://github.com/alopatenko/LLMEvaluation/wiki/Compendium-of-LLM-Evaluation-methods

1 min readApr 26, 2024

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Andrei Lopatenko

Who validates the Validators: Evolution of Evaluation

A new LLM evaluation paper from UC Berkeley Humans are good to evaluate LLMs, but human evaluation is hard to scale LLM evaluation of LLMs…

2 min readApr 22, 2024

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Andrei Lopatenko

How Generative AI and Foundation Models Are Building Smarter Cities Exploring the Future

My presentation for the UK-USA Smart City Forum centers on foundational and generative AI models. Given the 20-minute time constraint in…

1 min readApr 20, 2024

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Andrei Lopatenko

Compendium of LLM Evaluation methods

In response to the need for a broader understanding of evaluation methods and the dissemination of best practices, I am creating a…

1 min readApr 17, 2024

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Andrei Lopatenko

Evaluation of LLMs and LLM Applications

Presentation download

2 min readApr 1, 2024

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Andrei Lopatenko

More about evaluation

https://lnkd.in/gws9G_hb

1 min readMar 25, 2024

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Andrei Lopatenko

Retrieval Augmented Generation (RAG) and Fine-T

Several recent papers comparing RAG vs Fine-Tuning in various settings There are different outcomes of these studies, but the aggregated…

1 min readMar 18, 2024

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Andrei Lopatenko

A small compendium of small and tiny models

1 min readMar 11, 2024

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Andrei Lopatenko

Andrei Lopatenko

VP Engineering in Zillow. Leading Search, Conversational, Voice AI, ML in Zillow, eBay, Walmart, Apple, Google, Recruit Holdings. Ph.D. in Computer Science

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