Adrian Antico
Senior Data Scientist
Phoenix, Arizona, United States
Summary
👤
Senior🎓
Top SchoolAdrian Antico is a senior data scientist based in Phoenix with 16 years of experience applying advanced analytics, ML, and optimization across industries from gaming and utilities to cloud products and marketing. He blends hands-on modeling (GBMs, deep learning, causal methods, reinforcement learning) with engineering automation—building end-to-end pipelines, production scoring, and parameterized ML tooling in R and Python. As a repeat founder and enterprise lead, he has shipped forecasting, recommendation, and ROAS/propensity systems that tie directly to business decisions and millions in savings. Notably, he has driven anomaly detection and inventory optimization in nuclear operations and led experimentation/optimization work for xCloud at Microsoft. An active open-source practitioner, he favors quantitative automation in R and Python and often wires statistical rigor into product-facing analytics. His background in math plus cross-functional leadership lets him translate complex models into operational solutions and strategy.
8 years of coding experience
10 years of employment as a software developer
Bachelor of Science - BS Mathematics; Minors: Finance Economics Philosophy, Bachelor of Science - BS Mathematics; Minors: Finance Economics Philosophy at University of Nevada-Las Vegas
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (140)
xgboost10
addin10
python10
regression10
h2o10
automl10
polars10
ggplot10
gpu-acceleration10
automation-framework10
r10
dataframes10
panel-data10
lightgbm10
multiclass-classification10
Programming languages (15)
Github contributions (5)
AdrianAntico/AdrianAntico
Dec 2020 - Aug 2022
Contributions:35 commits, 36 pushes, 1 branch in 1 year 8 months
AdrianAntico/RetroFit
Aug 2021 - Dec 2022
Simple, opinionated machine learning workflows for rapid iteration.
Contributions:8 releases, 1 review, 393 commits in 1 year 4 months
machine-learning-workflowcatboostxgboostlightgbmmachine-learning
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