Conducts and co-authors advanced published research into U.S. equity trading strategies, develops machine learning models that facilitate live trading, and extensive educational materials illustrating how to use of Python in performing quantitative research on large, noisy, non-gaussian equity trading data. • Co-author “Defining and Controlling Information Leakage in US Equities Trading”: published (PETS 2024). Presents a new framework for defining information leakage in the setting of US equities trading, and constructs methods for deriving trading schedules that stay within specified information leakage bounds. • Develop ML Models That Facilitate Live-Trading: clustering equities based on trading behaviors. Extension of published research. Improves estimations of typical trading behavior, facilitating quantitative models that direct trading decisions in real-time to be execute quicker, without activity becoming identifiable. Expected deployment into proprietary trading software 2024. • Develop Educational Quantitative Research Materials: illustrate the subtleties of performing quantitative research on large, noisy and non-gussian equity trading data using python programming language. Emphasis on practical application. Form: Jupyter Notebooks. Supplementary material for Quant textbook written by Allison Bishop. Public release 2024.- Topics: Exploratory Data Analysis, Data Engineering, Data Visualization, Data Normalization, Probability Distributions, Distributions Testing, Hypothesis Testing (A/B Testing and Monti-Carlo simulations), Machine Learning and Data Modeling.

Ensured biocompatibility and proper dosage of blood products for oncological patient population. Worked independently and in coordination with doctors , surgeons, medical directors, nurses, and anesthesiologists to provide life-saving and life-sustaining care in a high-risk and high-volume environment. Rotations in Three Labs Main Lab, Rapid Response Lab and Outpatient Lab. Lead scientist Rapid Response Lab 2020 COVID pandemic.LIMS used Haemonetics, SafeTrace Tx, Epic, Sunrise Clinical Manager.

Staff Math and Science Tutor while in attendance. Courses tutored: Gen Chem, Physical Chem, Org Chem I/II, Inorg Chem, General Biology, Cellular Biology, Genetics, Stats I//II, Calc I/II, Physics I/II and MCAT Prep.

Developed experimental protocols, instructor and student manuals for new bioinformatic technologies purchased by the Department of Chemistry. Partnered with Program Director and NMR Laboratory Manager. “Calculation of Ligand-Protein Interactions using Saturation Transfer Difference NMR”, and “Computational Analysis of Ligand Binding Interactions of Human Carbonic Anhydrase II Using MGL Tools and Auto-Dock Vina.”