Lewis James | Data Science – Medium

Lewis James | Data Science

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Data Science Collective

Government Funding Graph RAG

Graph visualisation for UK Research and Innovation (UKRI) funding, a demo is also provided at the end of the article. Including NetworkX…

Apr 19

Government Funding Graph RAG

Apr 19

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TDS Archive

Building a Custom AI Jira Agent

How I used Google Mesop, Django, LangChain Agents, CO-STAR & Chain-of-Thought prompting combined with the Jira API to better automate Jira

Dec 25, 2024

Building a Custom AI Jira Agent

Dec 25, 2024

Thanks Adithya! Glad you liked it.

Jan 9

Jan 9

AI Grant Application Writer — AutoGen, PostgreSQL RAG, LangChain, FastAPI and Streamlit

Writing grant applications can be time-consuming and tedious, Generative AI seems like a natural solution though naive approaches have…

Jul 2, 2024

AI Grant Application Writer — AutoGen, PostgreSQL RAG, LangChain, FastAPI and Streamlit

Jul 2, 2024

Billboard advert detection using transfer learning with YOLO

As the adoption of augmented reality (AR) headsets proliferates, the ways in which consumers will experience content will change…

Jan 14, 2024

Billboard advert detection using transfer learning with YOLO

Jan 14, 2024

What I Learned Deploying Gen AI in Production and Why Most Data Science Projects Fail

To preface, I would usually give technical details though unfortunately, I will be unable to do so on this occasion — what I would like to…

Oct 12, 2023

What I Learned Deploying Gen AI in Production and Why Most Data Science Projects Fail

Oct 12, 2023

Academic Article Clustering and Mining

Cancer was the inspiration for this project, specifically clustering academic articles for keyword extraction to determine research areas.

Dec 4, 2021

Academic Article Clustering and Mining

Dec 4, 2021

Canal Boat Pricing With Catboost Machine Learning

One of the more interesting suggestions from the YouTube recommendation engine combined with moving to fully remote working made me, and…

Aug 22, 2021

Canal Boat Pricing With Catboost Machine Learning

Aug 22, 2021

Lewis James | Data Science

Lewis James | Data Science

Empirical Skeptic | Stoic | Cynic | Objectivist | Interested in all things data. https://www.linkedin.com/in/lewisjames1/ https://github.com/lewisExternal

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