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  • šŸ‘‹ Hi, Iā€™m @GemmaBoyle, Data Scientist!
  • šŸ‘€ Iā€™m interested in the applications of data science to social problems
  • šŸŒ± Iā€™m currently learning uplift modelling for marketing campaigns
  • šŸ’žļø Iā€™m looking to collaborate on any interesting data problems, in particular those with an ethical focus
  • šŸ“« How to reach me: https://www.linkedin.com/in/gemma-boyle/

Gemma Boyle's Projects

chatdev icon chatdev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

clustering-with-llm icon clustering-with-llm

A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.

expert-system-gpt icon expert-system-gpt

The purpose of this project is to provide a way for any organization to leverage GPT inside their organization without having to send data externally. We also want to help democratize these foundation models so that everyone can use them in a clear transparent way without relying on a black box or a pay wall as a barrier.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

python-type-stubs icon python-type-stubs

A set of type stubs for popular Python packages. These are works in progress from the Microsoft Python team and others, with the intent that they are contributed to typeshed or to the associated packages once sufficiently complete.

sktime icon sktime

A unified framework for machine learning with time series

synthetic-data-generator icon synthetic-data-generator

We will create a machine learning pipeline to generate time series and other types of datasets using GAN(Generative Adversarial Networks) and LSTM models from custom sample data.

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