Andy Maguire
AI Product Engineer (Rick Rubin-ing Stuff) at Springboard
Dublin, Ireland
Summary
🤩
Rockstar🎓
Top SchoolAndy Maguire is an AI Product Engineer and seasoned data scientist with nine years of experience building ML-driven product features across observability, fintech, and public-sector domains. Currently shaping LLM Analytics at PostHog, he combines hands-on engineering—from Python collectors and anomaly detection plugins in Netdata to conversion ML at Stripe—with product instincts for shipping “buttons that do fancy stuff.” A long-term mentor and community builder at Springboard and volunteer data scientist with DataKind, he balances applied research with teaching and civic impact. Active in open source (notably contributions to Netdata and LAION’s Open Assistant) and maintaining curated data science playlists, Andy brings a mix of practical production experience, developer tooling savvy, and a taste for making complex analytics genuinely usable.
9 years of coding experience
13 years of employment as a software developer
B.A Economics Economics, B.A Economics Economics at Trinity College DublinMsc. Quantitative Finance Quantitative Finance, Msc. Quantitative Finance Quantitative Finance at University of London
English
Stackoverflow
1,498reputation
170kreached
9answers
44questions
Github Skills (49)
data-visualizations10
monitoring10
javascript10
website-development10
python10
data-science10
scikit10
alertdialog10
pandas10
alertifyjs10
machine-learning10
nextjs10
alertview10
data-visualisation10
alerts10
Programming languages (14)
Github contributions (5)
springboard-curriculum/dsc
Jun 2020 - Sep 2022
Files relating to DSC V5 Curriculum
Role in this project:
Data Scientist
Data ScientistContributions:3 reviews, 80 commits, 8 PRs in 2 years 3 months
Contributions summary:Andy added and fixed code within a Jupyter Notebook related to a Random Forest classification model for a COVID-19 case study. The user's contributions involved incorporating the latest fixed files, modifying train/test split, cleaning up naming conventions, and resolving issues in a clustering case study. These changes focused on improving data preparation, analysis, and model implementation within a machine learning context.
dsccurriculum
LAION-AI/Open-Assistant
Jan 2023 - Mar 2023
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
Role in this project:Full-stack Developer
Full-stack DeveloperContributions:105 reviews, 119 commits, 147 PRs in 1 month
Contributions summary:Andy made several contributions related to improving the development environment. Their commits included merging updates to the main branch, enhancing the `.devcontainer` configuration to ensure pre-commit installation and npm package management. They also made changes to the website's UI, specifically to the survey components, changing the color scheme of submit and next buttons. Furthermore, they added code to the documentation site.
language-modelpythonpartyassistantchat
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