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Jesse Walton — AI/ML Project Portfolio

This is my personal site and blog, built with Jekyll and hosted for free on GitHub Pages.
It showcases my AI/ML projects, experiments, and notes — written in Markdown for simplicity.


🧠 About

I'm a software engineer working in cloud and AI systems.
This site summarizes projects I've built or explored in the AI/ML space — from RAG pipelines and embeddings to OpenSearch and AWS integrations.

Each post covers:

  • problem and motivation
  • approach and architecture
  • results and metrics
  • next steps or open questions

All posts are in _posts/ and written in Markdown.


🏗️ Local Setup

Prerequisites: Ruby (≥ 3.0) and Bundler

# install dependencies
$ bundle install

# run locally
$ bundle exec jekyll serve
# then open http://localhost:4000

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Personal website hosted on GitHub

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