Andy Yang Email & Phone Number

Miami, Florida, Us

Systematic Equities QR

New Haven, Ct, Us

Working with Professor Bryan Kelly at the SOM and Professor Lu Lu in the Statistics Department to develop machine learning tools to predict trading volume across single stock equities and domestic ETFs

New Haven, Ct, Us

Developed normalization and processing pipelines for genomic datasets with over 20000 genes and 2000 samples using python and implemented these datasets into Regulatory Networks using R. Implemented these networks and datasets into Deep Learning Boltzmann architectures in MATLAB and Sparse Neural Networks in Python to predict psychiatric disease status.

Miami, Florida, Us

Single Stock Equity Options Analyst Trading Desk

Rowayton, Connecticut, Us

Investment firm focusing on quantitative and discretionary investment strategies with $15B AUM. Tasked with data set processing, statistical analyses, portfolio construction, and risk control.

Los Angeles, California, Us

Constructed Elastic Net Regression Models on mammalian epigenetic data using R achieving correlation of 0.93 in leave one out validation models across 140 species and 30000 samples. Performed Epigenome-Wide Association analyses identifying hundreds of statistically significant epigenomic sites.

Cambridge, Ma, Us

Developed Lasso Regression models on metabolite and microbe data to predict Inflammatory Bowel Disease (IBD) states with 0.84 and 0.76 correlation on test sets respectively. Evaluated model outputs using orthogonal projection to latent structure-discriminant analyses to ensure predictive variables indeed drove IBD variance.

Masters, Statistics

Bachelor Of Science - Bs, Statistics & Data Science

High School Diploma