David Hundley – Medium

David Hundley
in
Towards Data Science

How to Think About Using Your Company’s Information with GenAI

Assessing the options for GenAI information integration along with considerations for your specific company

12 min readApr 7, 2024

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How to Think About Using Your Company’s Information with GenAI

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David Hundley
in
Towards Data Science

A High Level Guide to LLM Evaluation Metrics

Developing an understanding of a variety of LLM benchmarks & scores, including an intuition of when they may be of value for your purpose

17 min readFeb 27, 2024

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A High Level Guide to LLM Evaluation Metrics

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David Hundley
in
Towards Data Science

An Intuition for How Models like ChatGPT Work

Providing an intuition on the ideas behind popular transformer models like ChatGPT and other large language models (LLMs)

10 min readDec 30, 2023

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An Intuition for How Models like ChatGPT Work

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David Hundley
in
Towards Data Science

Five Things GenAI Can and Can’t Do

An introductory guide for business leaders as to what Generative AI can or cannot do

11 min readOct 7, 2023

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Five Things GenAI Can and Can’t Do

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David Hundley
in
Towards Data Science

An Introduction to OpenAI Function Calling

No more unstructured data outputs; turn ChatGPT’s completions into structured JSON!

16 min readJul 9, 2023

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An Introduction to OpenAI Function Calling

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David Hundley

Why I’m (Cautiously, Optimistically) Sold on Apple Vision Pro

How Apple’s new “spatial computing” headset may change the world

10 min readJun 11, 2023

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Why I’m (Cautiously, Optimistically) Sold on Apple Vision Pro

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David Hundley
in
Towards Data Science

An Introduction to Polars for Pandas Users

Demonstrating how to use the new blazing fast DataFrame library for interacting with tabular data

17 min readMar 5, 2023

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An Introduction to Polars for Pandas Users

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David Hundley

How to Work Through Your Own Shyness

How I learned to reframe my way of thinking to overcome my own shyness

6 min readJan 7, 2023

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How to Work Through Your Own Shyness

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David Hundley

My Attempt to Use ChatGPT to Produce an AWS SageMaker Image Classifier

My journey with ChatGPT through 15 prompts with 15 interesting answers

15 min readDec 14, 2022

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My Attempt to Use ChatGPT to Produce an AWS SageMaker Image Classifier

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David Hundley
in
Towards Data Science

What is a Machine Learning Engineer?

Attempting to understand an ambiguously defined role in the AI/ML industry

7 min readDec 2, 2022

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What is a Machine Learning Engineer?

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David Hundley

David Hundley

Principal machine learning engineer at a Fortune 50 company, 5x AWS certified, 2x HashiCorp certified, 1x GCP certified, M.A. in Org Leadership, PMP, ChFC, CSM

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