Miriam Simone
AI Engineer at INNERGY
Corvallis, Oregon, United States
Summary
👤
Senior🎓
Top SchoolMiriam Simone is an AI engineer with 11 years of industry experience who blends a PhD in algebraic geometry with hands-on ML engineering across search, NLP, OCR, and vision systems. She has driven production ML at companies from SEEK and PlanGrid to StyleSeat and Squelch, building custom vector search, search relevance models in PyTorch, and OCR/object-detection pipelines. Currently focused on AI-first product development at Innergy and exploring LLM-driven developer workflows as a Gauntlet AI fellow, she’s particularly interested in making advanced math more accessible through educational applications. An active contributor to scikit-learn (notably improving export_graphviz behavior and Python 3 compatibility), she pairs deep theoretical pattern-recognition with pragmatic engineering in Python, Swift, and modern AI APIs. Off the clock she teaches kids Brazilian Jiu-Jitsu, plays jazz, and ferments things—interests that echo her fascination with recurring structures across math, music, and microbiology.
11 years of coding experience
9 years of employment as a software developer
PreshilThe University of Melbourne
Stackoverflow
35,875reputation
5.0mreached
666answers
33questions
pandas
top-1%
type-conversion
top-5%
dataframe
top-5%
permutation
top-5%
hive
top-5%
numpy
top-1%
Github Skills (30)
python10
data-science10
utf10
scikit10
pandas10
machine-learning10
numpy10
scikit-learn10
csv10
scipy9
permutation9
dataframe9
tensorflow9
excel9
merge9
Programming languages (11)
Github contributions (5)
scikit-learn/scikit-learn
Sep 2016 - Sep 2016
scikit-learn: machine learning in Python
Role in this project:
Data Scientist
Data ScientistContributions:15 commits, 9 PRs, 18 comments in 16 days
Contributions summary:Miriam contributed to the decision tree module, focusing on enhancements to the `export_graphviz` function, particularly concerning its behavior when `out_file` is set to `None` or the default value. Their changes included updating example code to use `pydotplus` for compatibility with Python 3 and resolving linting issues. The user also addressed the return type of `export_graphviz` and fixed indentation issues, along with making sure that the depreciation warning for the `out_file` parameter is appropriately shown.
data-analysispythonstatisticsdata-sciencelearn-machine-learning
themrmax/scikit-learn
Sep 2016 - Jun 2017
Contributions:37 pushes, 8 branches in 9 months
pythondata-sciencelearn-machine-learningmachine-learningscikit-learn
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