Amit Singh

Data Scientist, amateur barista, tennis player. I enjoy learning new technologies and exploring how math explains the world.


Experience

Akamai Technologies


Senior Data Scientist II

I served as Data Scientist and Product Owner for the Web Performance team for Akamai mPulse. Initially, I joined as a member of the Professional Services team, where I took on the role of a customer facing data science consultant for many of the world’s largest brands. After transitioning to a backend product development role, I built statistical models from large amounts of data to identify problem areas on customer websites and recommend actionable improvements toward the end user experience. I also created compelling visualizations to communicate these insights to executive management teams.

During my time at Akamai, I had the opportunity to share some of my work in public forums:

April 2017 - Dec 2024

SOASTA


Data Scientist

I joined SOASTA as a Data Scientist after graduate school. In this new role, I was able to apply my existing quantitative training and further strengthen my computational knowledge using new tools and data frameworks.

SOASTA was acquired by Akamai Technologies in April 2017.

July 2016 - April 2017

Princeton University


Research Assistant - Industrial Relations Section

Served as Research Assistant to Professor Alan B. Krueger.

I worked to provide essential updates for the anniversary edition of Myth and Measurement. My research involved extracting and analyzing minimum wage data from various sources including state and federal agencies, as well as public opinion polls.

July 2015 - August 2015

Education

Duke University

M.A. Economics

Coursework:
Quantitative Marketing, Analytical Models of Marketing, Behavioral Economics, Consumer Behavior, Game Theory, Time Series Econometrics, Applied Microeconometrics, Advanced Microeconomic Analysis, Competitive Strategy & Industrial Organization, Contract Theory (Information Economics), and Computer Modeling

August 2014 - May 2016

Rutgers University

B.S. Finance

Graduate of Rutgers Business School, majoring in Finance.
Minors in Mathematics & Economics.

August 2009 - May 2013

Skills

Programming Languages & Tools
  • Python
  • Julia
  • R
  • SQL
  • HTML5
  • CSS
  • Javascript
  • Git
  • Git
  • Snowflake


Collaboration Tools
  • Atlassian (Confluence, JIRA, Sourcetree)
  • GitHub, GitLab
  • Jenkins

Interests

Apart from being a Data Scientist, much of my free time is spent on the tennis court obsessing over every aspect of my equipment. I also enjoy doing jigsaw puzzles, watching movies, and chasing after my toddler.

You can also find me questioning my sanity during basketball season as I remain a loyal New York Knicks fan.


Awards & Certifications

Awards
  • Akamai Spot Award (November 2017)
    • Akamai’s Spot Award program acknowledges and rewards exceptional contributions made by employees, while recognizing efforts that exceed normal efforts and significantly impact Akamai’s core business.


Certifications
  • Python for Data Science and Machine Learning Bootcamp (Udemy)