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Matthew Harris

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Towards Data Science

Some Thoughts on Operationalizing LLM Applications

A few personal lessons learned from developing LLM applications

Jan 27

Some Thoughts on Operationalizing LLM Applications

Jan 27

Matthew Harris
in
Towards Data Science

A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow

Exploring some techniques for safe deployment of LLM solutions

Apr 1

A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow

Apr 1

Matthew Harris
in
Towards Data Science

Reframing LLM ‘Chat with Data’: Introducing LLM-Assisted Data Recipes

A conversational data analysis pattern for increased transparency and safety with reduced costs

Jan 26

Reframing LLM ‘Chat with Data’: Introducing LLM-Assisted Data Recipes

Jan 26

Matthew Harris
in
Towards Data Science

Preparing for Climate Change with an AI Assistant

Simplifying complicated data through conversation

Nov 26, 2023

Preparing for Climate Change with an AI Assistant

Nov 26, 2023

Matthew Harris
in
Towards Data Science

Developing a Climate GPT Using NASA’s Power API

Creating a climate data analysis chatbot in a few hours

Nov 20, 2023

Developing a Climate GPT Using NASA’s Power API

Nov 20, 2023

Matthew Harris
in
Towards Data Science

Researching a Humanitarian Disaster Situation Report Chatbot — Using GPT-4-Turbo and full-context…

Exploring a Brute Force Technique for Information Retrieval

Nov 15, 2023

Researching a Humanitarian Disaster Situation Report Chatbot — Using GPT-4-Turbo and full-context…

Nov 15, 2023

Matthew Harris
in
Towards Data Science

Researching a Multilingual FEMA Disaster Bot Using LangChain and GPT-4

Some pros and cons of Retrieval-Augmented Generation (RAG) for high-risk chat applications

Aug 17, 2023

Researching a Multilingual FEMA Disaster Bot Using LangChain and GPT-4

Aug 17, 2023

Matthew Harris
in
Towards Data Science

Analyzing Humanitarian Data Unstructured Excel tables with ChatGPT Code Interpreter

Some Initial Exploration with Code Interpreter

Jul 10, 2023

Analyzing Humanitarian Data Unstructured Excel tables with ChatGPT Code Interpreter

Jul 10, 2023

Matthew Harris
in
Towards Data Science

Using GPT-3.5-Turbo and GPT-4 to Apply Text-defined Data Quality Checks on Humanitarian Datasets

Applying Large Language Model Unsupervised Classification Tasks as Part of Data Processing

Mar 29, 2023

Using GPT-3.5-Turbo and GPT-4 to Apply Text-defined Data Quality Checks on Humanitarian Datasets

Mar 29, 2023

Matthew Harris
in
Towards Data Science

Parsing Irregular Spreadsheet Tables in Humanitarian Datasets (with Some Help from GPT-3)

Processing Irregular Excel Tables Without Using Hard-coded Rules

Feb 24, 2023

Parsing Irregular Spreadsheet Tables in Humanitarian Datasets (with Some Help from GPT-3)

Feb 24, 2023

Matthew Harris

Matthew Harris

I'm a data science and AI nerd, helping organizations grow their generative AI practice across a range of domains.

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