Kelly Stanton
Founder Quantitative Researcher
Pflugerville, Texas, United States
Summary
👤
Senior🎓
Top SchoolKelly Stanton is a founder and quantitative researcher with 10+ years of experience applying deep learning, statistical modeling, and first-principles thinking to healthcare, genomics, and financial markets. She has led end-to-end AI pipelines from embedded C on medical devices to cloud-based IoT monitoring and FDA-designated algorithms that unlocked Medicare reimbursement and attracted Series C/D investment. As VP of Data Science she authored clinical biostatistics and NIH SBIR-winning grant work, and more recently founded an AI-driven options trading system combining reinforcement learning, generative models, and robust risk controls. Comfortable translating complex methods for investors, regulators, and clinicians, she bridges rigorous research with product and commercial outcomes. Based in Pflugerville, TX, her background spans academia (PhD Yale) to startup cofounding, with a knack for shipping regulated ML into production environments.
10 years of coding experience
15 years of employment as a software developer
Bachelor's of Science, Biomedical/Medical Engineering, Bachelor's of Science, Biomedical/Medical Engineering at The University of Texas at AustinDoctor of Philosophy - PhD, Biomathematics, Bioinformatics, and Computational Biology, Doctor of Philosophy - PhD, Biomathematics, Bioinformatics, and Computational Biology at Yale University
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (19)
python10
acceleration10
machine-learning10
numpy10
deep-learning10
tensorflow10
gpu10
neural-network10
gpu-acceleration10
data-science9
ml9
autograd9
deep-neural-networks9
tensor9
eclipse6
Programming languages (2)
Github contributions (5)
kstant0725/pytorch
Feb 2022 - Mar 2022
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Contributions:81 pushes, 1 branch in 1 month
pythongpu-accelerationdeep-learninggpuacceleration
KlugerLab/Ritornello
May 2016 - Aug 2018
Contributions:3 releases, 50 commits, 50 pushes in 2 years 3 months
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