Allan Reyes
Senior Staff Machine Learning Engineer at SoFi
Seattle, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolAllan Reyes is a Senior Staff Machine Learning Engineer with 11 years building production ML systems across fraud, risk, operations and robotics, currently leading ML efforts at SoFi after a multi-year tenure at Amazon driving Alexa Shopping and fleet-safety initiatives. He holds an MS in Machine Learning from Georgia Tech and has a strong track record of turning telemetry and vision data into deployable models that reduced false positives, enabled proactive vehicle alerts, and automated fraud decisioning at scale. Comfortable across the stack, Allan has designed data ingestion and annotation platforms, integrated statistical tests into deployment pipelines, and shipped ML-driven features that directly improved safety and operational efficiency. He’s passionate about reinforcement learning, robotics and self-organizing systems—interests he explores alongside hobbies like basketball and Krav Maga—and maintains an active GitHub presence demonstrating his hands-on engineering approach.
11 years of coding experience
12 years of employment as a software developer
Bachelor of Science (B.S.) Computer Science, Bachelor of Science (B.S.) Computer Science at Tecnológico de MonterreyMaster of Science - MS Computer Science, Master of Science - MS Computer Science at Georgia Institute of TechnologyBachelor of Science (B.S.) Computer Science, Bachelor of Science (B.S.) Computer Science at Boston University
Spanish, English, French
Github Skills (58)
pytorch10
python10
data-science10
image-classification10
incremental-learning10
meta-learning10
mxnet10
machine-learning10
time-series10
gluon10
mlp10
ensemble-learning10
forecasting10
hyperparameter-optimization10
autogluon10
Programming languages (5)
Github contributions (5)
dxterpied/ml4t-assignments
Sep 2017 - Dec 2018
[CS-7646-O1] Machine Learning for Trading: Assignments
Contributions:29 commits in 1 year 3 months
autoencoderstock-tradingmachine-learningtradingquantitative-trading
rey-allan/unit-converter-app
May 2018 - Aug 2018
Contributions:23 commits, 19 pushes in 2 months
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