Alexander G
Research Scientist III - Envision Engineering at Amazon Web Services (AWS)
Chicago, Illinois, United States
Summary
👤
Senior🎓
Top SchoolAlexander G is a research scientist and applied-math-trained innovator with two decades of experience building cloud-native, AI/ML-driven solutions for healthcare, public sector, and industry. He currently researches and prototypes GenAI applications at AWS Envision Engineering while serving as an adjunct professor at Loyola Medicine, where his work spans computational epidemiology, causal methods, and student mentorship. His career blends academic rigor (PhD in applied mathematics) with product delivery—designing a cloud-based epidemiological dashboard, inventing a patent-pending multiscale modeling method, and leading ML-driven platforms as CTO. He has repeatedly turned analytics into impact, securing millions in grants and driving models that informed care for tens of millions and created significant revenue. Comfortable from low-level algorithm design to enterprise LLM deployments and cloud data engineering, he brings a rare mix of theoretical depth and production focus. Based in Chicago, he quietly combines academic publication track records with hands-on system architecture and rapid, mission-critical analyses.
11 years of coding experience
14 years of employment as a software developer
Ph.D Applied Mathematics with Computer Science, Ph.D Applied Mathematics with Computer Science at Cornell UniversityMaster's degree Applied Mathematics with Biology, Master's degree Applied Mathematics with Biology at University of Waterloo
Spanish, Russian
Stackoverflow
21reputation
0reached
1answer
0questions
Github Skills (45)
transfer-learning8
structured-data8
mlp7
gluon7
tabular7
image-text7
object-detection6
computer-vision6
automated-machine-learning6
database6
multiclass-classification6
forecasting6
logstash6
natural-language-processing6
meta-learning6
Programming languages (5)
Github contributions (5)
sashagutfraind/feverfighter
Jan 2019 - Nov 2020
Contributions:9 commits, 6 pushes in 1 year 10 months
sashagutfraind/uncertainty_strategies
Jan 2023 - Jan 2025
Contributions:2 releases, 15 pushes, 1 branch in 2 years
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