Lily Hughes-Robinson – Medium

Lily Hughes-Robinson

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Lily Hughes-Robinson
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Towards Data Science

Learning Transformers Code First Part 2 — GPT Up Close and Personal

Digging into Generative Pre-Trained Transformers via nanoGPT

13 min readJul 13, 2023

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Learning Transformers Code First Part 2 — GPT Up Close and Personal

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Lily Hughes-Robinson
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Towards Data Science

Learning Transformers Code First Part 1

Part 1 of a new series where I endeavor to learn transformers code first using nanoGPT

8 min readJul 7, 2023

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Learning Transformers Code First Part 1

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Lily Hughes-Robinson
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Better Programming

Things to Consider Before Building an AI-Based Application

8 min readAug 10, 2023

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Things to Consider Before Building an AI-Based Application

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Lily Hughes-Robinson

Out of Exile: My Journey Back to Data Science Through LLMs

Writing about LLMs paved my way back to regularly practicing data science

6 min readJul 27, 2023

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Out of Exile: My Journey Back to Data Science Through LLMs

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Lily Hughes-Robinson
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Better Programming

Your Personal Copy Editor: Build a LLM-backed App Using LangChain.js and Electron

Turning my idea into a product

7 min readJul 19, 2023

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Your Personal Copy Editor: Build a LLM-backed App Using LangChain.js and Electron

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Lily Hughes-Robinson
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Towards Data Science

Adapting Existing LLM Projects to use LangChain

Refactoring OpenAI calls into something more powerful with LangChain

6 min readJul 1, 2023

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Adapting Existing LLM Projects to use LangChain

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Lily Hughes-Robinson
in
Better Programming

AdventureGPT: Using LLM Backed Agents to Play Text-Based Adventure Games

6 min readJul 14, 2023

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AdventureGPT: Using LLM Backed Agents to Play Text-Based Adventure Games

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Lily Hughes-Robinson
in
Towards Data Science

How to Start An NLP Project

Considerations and basic exploratory data analysis for your NLP data set

5 min readJun 5, 2020

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How to Start An NLP Project

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Lily Hughes-Robinson
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Towards Data Science

The Data Scientist’s Apprentice

Early Thoughts on Transitioning from Software Engineering to Data Science

5 min readMay 22, 2020

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The Data Scientist’s Apprentice

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Lily Hughes-Robinson

Lily Hughes-Robinson

Lily is a software engineer at a large financial institution. When she isn’t building things with AI, she is hanging out with her wife and toddler in Brooklyn.

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