Data Scientist

Alfonso Luis Castillo

*** ******* ****** *** *** • Charleston, SC 29403

(C) 470-***-**** • *****************@*****.***

EDUCATION

MEDICAL UNIVERSITY OF SOUTH CAROLINA Charleston, SC The Medical University of South Carolina is the premier biomedical research institution of South Carolina Information Solution Intern September 2019 – May 2020

• Worked on projects ranging from data visualization, Python package development, and predictive model development.

• Developed a PySpark based categorical encoding system that allowed the MUSC Data Science team to create predictive model pipelines using flexible types of encoding.

• Conducted analysis that was useful for exploring potential racial bias in Glove text word embedding. This directly led to the MUSC Data Science team to abandon pre trained embedding in favor of custom embedding and the analysis was distributed to the top levels of MUSC.

• Traditional Time Series forecasting, specifically hospital volume metrics based on charges, payments, and visits. The conducted analyses correctly identified most metrics as non-stationary and helped justify the use of advanced deep learning tech for forecasting.

MEDICAL UNIVERSITY OF SOUTH CAROLINA Charleston, SC The Medical University of South Carolina is the premier biomedical research institution of South Carolina Capstone Project January 2019 - May 2019

• Developed a copyrighted web service that uploads clinical notes into a Python flask server and transform them into a CSV file for the use of data analytics

• Uses a Docker image with a Python-based web API to conduct natural language processing

• This application can be used to help predict, patient risk of suicide, clinical outcomes and optimal cancer treatments DOXA CAPITAL LLC Charlotte, NC

A start-up equity research boutique that valued stocks based on a macro framework in order to identify securities that varied from their intrinsic value

Analyst Intern (Remote) August 2017 - May 2018

• Provided support to the Portfolio Manager through fundamental bottom-up analysis and research across capital markets

• Explored future investment opportunities and presented recommendations to CIO/Director of research

• Developed financial model and comprehensive reports to forecast future earnings and price target LEADERSHIP AND SKILLS

• Coached a high school swim team using the knowledge acquired through my eleven years of swimming experience

• Python, Java, R, Azure Databricks, Docker, SQL, MySQL, PostgreSQL, NoSQL, MongoDB, Spark, Hadoop THE COLLEGE OF CHARLESTON Charleston, SC

M.S., Data Science and Analytics

July 2020

THE COLLEGE OF CHARLESTON Charleston, SC

Bachelor of Science in Data Science and Finance

• Member of Sigma Alpha Epsilon fraternity

May 2019

EXPERIENCE

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