Aoife Mcdonagh
Senior Data Scientist
Austin, Texas, United States
Summary
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Senior🎓
Top SchoolAoife Mcdonagh is a Senior Data Scientist with a decade of experience applying machine learning, statistical modeling, and data engineering to deliver AI-driven products in enterprise and health-tech contexts. Currently at HID Global, she leads integration of advanced analytics into global workflows, focusing on automation, intelligent decision systems, and predictive modeling that yield measurable operational impact. Her background includes productionizing reinforcement-learning systems for personalized user prompts and prototyping conversational nutrition logging at One Drop, work that contributed to a provisional patent. Comfortable across research and product delivery, she has hands-on experience with Python, time-series clustering, and embedded systems from earlier R&D and teaching roles. Based in Austin, she blends academic rigor from a MEngSc in Electronic Engineering with pragmatic solutions that move models from prototype into production.
10 years of coding experience
6 years of employment as a software developer
Master of Engineering Science - MEngSc Electronic Engineering, Master of Engineering Science - MEngSc Electronic Engineering at University of GalwayLeaving Certificate, Leaving Certificate at St.Finian's College
English, German
Github Skills (2)
audio-files10
mls10
Programming languages (2)
Github contributions (5)
aoifemcdonagh/aoifemcdonagh.github.io
Jun 2020 - Jul 2022
There was an attempt
Contributions:2 PRs, 45 pushes, 3 branches in 2 years 1 month
python
aoifemcdonagh/audioset-processing
May 2018 - Mar 2021
Toolkit for downloading and processing Google's AudioSet dataset.
Contributions:67 commits, 53 pushes in 2 years 10 months
downloadingmlsdatasetaudio-files
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