Amit Singh

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


Experience

Princeton University - Office of the Dean of the Faculty


Data Science Developer

I am currently working as a contractor for Princeton University in the Office of the Dean of the Faculty. I am developing API integrations with Interfolio, a platform used by colleges and universities to manage faculty hiring, promotion, tenure, annual evaluations, and other academic workflows. These integrations automate data workflows and reduce the need for manual data entry and user updates. Additionally, I design and maintain interactive Tableau dashboards that provide insights into faculty headcount, enrollment trends, and pay transparency, supporting strategic planning and decision-making.

May 2025 - Present

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 performance bottlenecks 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

The Fuqua School of Business


Teaching Assistant

Served as Teaching Assistant in the Fuqua School of Business for an MBA Course in Strategies and Tactics of Pricing.

March 2016 - May 2016

Princeton University - Industrial Relations Section


Research Assistant

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

Rutgers University – Department of Mathematics


Peer Mentor

During my time as an undergraduate, I had the opportunity to assist with teaching and leading discussion sections for Calculus I and II.

Jan 2013 - May 2013

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 Julia
  • R
  • SQL
  • HTML
  • CSS
  • JavaScript
  • Git
  • Docker
  • AWS
  • BigQuery BigQuery
  • Snowflake MATLAB
  • MATLAB MATLAB
  • LaTeX LaTeX
  • Tableau Tableau
  • MS Power BI PowerBI


Collaboration Tools
  • GitHub
  • GitLab
  • JIRA Jira
  • Confluence Confluence
  • Sourcetree Sourcetree
  • Jenkins
  • Miro Miro

Interests

Outside of my work as a Data Scientist, much of my free time is spent on the tennis court, competing in local USTA leagues and tournaments. I also enjoy 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

GitHub Gists