 
											
										Hi, I'm Alec.
I'm a recent graduate of UC Berkeley currently working as a trader in in Philadelphia. During my time as an undergrad, I studied Statistics, Data Science and Economics. I love to argue, am an avid tennis player, and can recite the first eighty-one digits of π. Below is a deeper look at me, my interests, and my experiences, but if you'd like to learn even more, I'm available at alec.kan@berkeley.edu.
Education
B.A. Statistics - 2016 - 2020
B.A. Data Science - 2016 - 2020
B.A. Economics (Honors) - 2016 - 2020
 Advisor: Ray Hawkins 
  Thesis: Efficiency, Bias, and Decisions; Observations from Sports Betting Exchanges
Teaching
CS 88 - Undergraduate Student Instructor: Lead weekly labs and developed assignments and exams covering higher-order functions, recursion, data structures, and object-oriented programming in Python
Research
 Advisor: Ray Hawkins 
 Optimizing economic rules by examining international monetary policies and their effects using PID Control
Canfield High School
2012-2016: Summa Cum Laude
Coursework
Mathematics/Statistics
								Linear Algebra
								Differential Equations
								Multivariate Calculus
								Probability Theory
								Statistics Theory
								Time Series
								Game Theory
							
Computer Science
									Computational Structures
									Data Structures
									Principles and Techniques of Data Science
									Artificial Intelligence
									Machine Learning
							
Economics
									Microeconomics
									Macroeconomics
									Econometrics
									Global Poverty and Impact Evaluation
							
Experience
Susquehanna International GroupQuantitative Trader Intern - Philadelphia, PA - Summer 2019
										Learned concepts of option pricing theory as well as poker through lectures and open outcry mock trading sessions
										
 Assisted and shadowed traders on the Macro Trading Desk, and conducted a quantitative research project
										
 Utilized natural language processing and machine learning techniques to examine and classify news headlines
								
UC Berkeley Division of Data Sciences
Team Lead - Berkeley, CA - 2017 - 2020
								Work alongside Berkeley faculty members to better integrate data science into the classroom
								Lead team developing data science modules for History 159B and Rhetoric 1A and teach material in lecture
								Created course content for UC Berkeley’s LS88 – Sports Analytics Data Science Connector
								
Cred (Barclays/Techstars Accelerator)
Data Science Intern - Tel Aviv, Israel - Summer 2018
Matched and tagged equities to create more personalized wealth management portfolios based on individual traits
									Worked on back-end development and creation of Cred API for use by financial institutions
									Improved scoring algorithm that rates equities on their compatibility with individual portfolios
								
Morgan Stanley
Intern - Youngstown, OH - Summer 2017
										Created client reports as part of the wealth management division
										Ran portfolio assessments for brokers at the firm
										Collaborated with coworkers to help optimize and organize portfolios
										Created filters to better analyze data in order to better monitor investment decisions
								
Honors
Midwest Trading CompetitionThird Place Winner at the premier algorithmic trading competition in the US hosted by Trading Technologies and the University of Chicago
Flow Traders Summer Business Course
Selected to participate in a highly selective program designed to provide an introduction to the world of quantitative trading and market making
Citadel Data Open
Selected to compete in a data science competition hosted by Citadel and Correlation One
United States University Debating Championship
Tenth Place in Novice Debate at the 2017 national championship tournament
Ohio Speech and Debate Association
Fifth Place Speaker in International Extemp at 2015 State Finals
Affiliations
Debate Society of BerkeleyVice President & Varsity Debater
													Competed in intercollegiate competitions in British Parliamentary and American Parliamentary Debate Formats
													Tenth Place Novice Debater at 2017 United States University Debating Championship
											
 
 









