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Engineering / ML / AI / People management
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Assessing your cultural and operational fit
I connect with people on LinkedIn who I have met professionally in person. I don't want to be contacted by (and won't respond to) 3rd party recruiters. I am also not open to relocation unless there are obscene piles of money involved.
Southern Methodist University
PhD, BA, Particle Physics, Physics, Applied Mathematics
January 1, 2002 – January 1, 2011
Reddit, Inc.
Machine Learning Engineering Manager
June 1, 2025 – Present
Boston, Massachusetts, United States · Remote
Spotify
Engineering Manager
September 1, 2021 – June 1, 2025
New York, United States
Senior Machine Learning Engineer
April 1, 2019 – September 1, 2021
Greater New York City Area
Spotify
Senior Machine Learning Engineer
January 1, 2018 – April 1, 2019
Greater New York City Area
Spotify
Machine Learning Engineer
March 1, 2017 – January 1, 2018
Greater New York City Area
Spotify
Research Lead/Data Scientist
May 1, 2016 – March 1, 2017
Greater New York City Area
New York Life Insurance Company
Data Scientist / Statistician -- Senior Associate
June 1, 2015 – May 1, 2016
Greater New York City Area
University of Massachusetts Amherst
Post-doctoral Researcher
February 1, 2014 – May 1, 2015
CERN, Meyrin, Switzerland
Brandeis University
Post-doctoral Fellow
October 1, 2011 – February 1, 2014
CERN, Meyrin, Switzerland
Southern Methodist University
Research Assistant and Graduate Student
May 1, 2008 – October 1, 2011
ATLAS @ CERN
Physicist
January 1, 2007 – January 1, 2015
Southern Methodist University
Teaching Assistant and Graduate Student
August 1, 2006 – May 1, 2008
Yumstat
January 1, 2015 – Present
In 2014 when my baby started eating solid foods I had the idea to make a web app where I could record what I gave her. I thought it would be a good way to learn some web development skills, and practice data analysis in a non-physics context. I got started on the project this year, and am using Django with HTML/CSS for the web app. The database is MySQL and the analysis is being written in Python. The project is on GitHub, if anyone thinks it sounds like fun and wants to join, let me know!
Data Analysis
Coursera
June 24, 2026 – Present
Introduction to Data Science
Coursera
June 24, 2026 – Present
Computing for Data Analysis
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's career trajectory shows a strong inclination towards data-intensive roles, transitioning from academic physics research to data science and then machine learning engineering and management in prominent tech companies. The personal project 'Yumstat' demonstrates a genuine interest in applying data analysis skills to real-world problems. While the target role is 'Data Analyst', the candidate's experience is heavily skewed towards Machine Learning Engineering and management, which might indicate an overqualification or a mismatch in the expected day-to-day responsibilities for a typical Data Analyst role. The breadth of experience across different companies and roles suggests adaptability and a drive for continuous learning.
Soft Skills & Operational Fit
The candidate's experience leading a team of 40 scientists and supervising graduate students at Brandeis University, along with managing engineering teams at Spotify and Reddit, indicates strong leadership, mentorship, and collaboration skills. The description of the 'Yumstat' project also suggests initiative and a proactive approach to learning new technologies. The academic background in physics implies a rigorous, data-driven approach to problem-solving.