Alec McCarthy
Santa Ana, California, United States
ajmdata.app@gmail.com
linkedin.com/in/alec-james-m
Summary
Website Portfolio: https://ajm-data.github.io/
- Showcases skills in SQL, Python, and Tableau for data analysis, data visualization, and data management
Python Web-app: https://angels-vs-cluster.herokuapp.com/
- Machine learning model for classification of MLB Pitchers
- Bayesian analysis for predicting MLB batter statistics
- API integration for handling new data
Experience
Poker Analyst & Player
Self-employed
Dec 2020 - Present (2 years 5 months)
This included:
-Using software to create models that help demonstrate principles of 'game theory optimal' poker.
-Analyzing population statistics to identify possible exploits leading to greater win-rate and profit for my
students.
-Analyzing student's database to identify gaps in understanding of fundamental strategies.
-Developing simple, actionable heuristics for rapid improvement in thought process and general
strategy.
Professional Poker Player
Self-employed
Jan 2019 - Dec 2020 (2 years)
Education
UC Santa Barbara
Bachelor of Science - BS, Statistics and Data Science
Sep 2019 - May 2021
Coastline College
Associate of Science - AS, Mathematics
Jan 2017 - Dec 2018
Alec McCarthy - page 1