I'm a Graduate Student in Computer Science with an emphasis on Machine Learning, AI, and Data Science. I have a background in biomedical research and neuroscience.
Quantitative Modeling Intern
US Bank | Remote
June 2020 - August 2020
Analyzed the effect of Covid-19 cases on mortgage risk
Evaluated the accuracy and reliability of over 70 risk forecasting models to identify optimal approach
Developed automated machine learning program to select optimal model under a range of conditions
Supervised three teams of undergraduate interns in market research project
Formally presented project outcomes to key stakeholders
Data Analytics Intern
Emelar Consulting | Madison, WI, USA
May 2019 - October 2019
Designed algorithms to provide loan trends, forecasts, and risk rankings to drive impactful business decisions
Created over 25 dashboards to display dynamic data visualizations for key financial metrics
Led discussions with the client and served as analytics expert for trend, forecasting, and risk ranking algorithms
Improved client relationship by auditing and verifying analytics calculations
Research Technologist II
Kentucky Spinal Cord Injury Research Center, University of Louisville | Louisville, KY, USA
November 2017 - May 2018
Spearheaded the design and implementation of a new experiment, uniting a multidisciplinary team to measure and analyze cerebral blood flow
Standardized 12 experimental and analytical procedures by writing instruction manuals
Composed necessary regulatory documents for proposed human subject experiments
Refined experimental results by selecting new experimental equipment for purchase
Mentored More ...
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University of Wisconsin - Madison
Masters, Computer Science | Madison, WI, USA
2019 - Present
Sequence Learning Through Hierarchical Temporal Memory:
Investigated and implemented from scratch an unconventional, biology-based approach to sequence learning. Achieved forecasting accuracy comparable to state-of-the-art models and summarized project in a research paper.
Effects of Robustness on Fairness in Machine Learning Models :
Researched the effect of improving model robustness on More ...