Aaron Stapleton Email & Phone Number

Ithaca, NY, US

Ithaca, New York, United States

• Develop WCAG-compliant web applications focused on delivering continuing education and technical assistance to individuals with disabilities and employers
• AWS account administrator, managing key services such as S3 buckets, EC2 instances, Inspector, CloudWatch, Billing

• Facilitated and led two weekly discussion sessions on key data science topics, including Python tools, regression modeling, dimension reduction, and clustering.
• Provided mentorship for 45 semester-long data science projects across diverse domains, including medicine, real estate, and music.
• Supervised a team of 10 undergraduate Teaching Assistants.

Worcester, Massachusetts, United States

• Collaborated with Wellington Management Company to conduct dimension reduction and dimension estimation on financial asset data using advanced techniques such as Principal Component Analysis (PCA), Robust PCA, and Deep.
• Enhanced the company's proprietary prediction algorithms by implementing Robust PCA, resulting in a notable 20% increase in prediction accuracy.
• Presented comprehensive updates during research presentations, fostering effective collaboration with three peer researchers, university professors, and industry partners

Knoxville, Tennessee Area

• Produced a research manuscript on EEG brain signal classification using topological machine learning and Bayesian statistics for brain-computer interface applications
• Presented a comparison of distance-based classification schemes utilizing the Wasserstein and Bottleneck metrics with a Bayesian statistics-based classification scheme
• Generated and managed over 6000 persistence diagrams of EEG brain signals in R
• Peer mentored high school student who collaborated on research project