Summary
Overview
Work History
Education
Skills
Interests
Timeline
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Brett Brandom

Aliso Viejo,CA

Summary

Accomplished Machine Learning Engineer with a proven track record at Smith Micro, specializing in prototyping and deploying machine learning applications that enhance customer insights and business intelligence. Excels in collaborative environments, driving product improvements and innovative solutions. Skilled in working with non-technical business leaders to translate business problems into technical requirements, and technical results into human understandable insights.

Overview

6
6
years of professional experience

Work History

Machine Learning Engineer

Smith Micro
04.2019 - 05.2024
  • Prototyped machine learning applications and quickly determined application viability.
  • Aggregated user-generated app data to perform customer segmentation analysis using a custom clustering algorithm and provide insights to product and marketing teams
  • Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models.
  • Developed, deployed, and supported client-facing analytics dashboards for multiple top-tier wireless carrier retailers, providing customer insights, business intelligence, and device diagnostics.

Additional Accomplishments

  • Mentored students of Grove City College in machine learning and data science in partnership with Smith Micro.
  • Given company-wide presentations of non-technical introductions to topics in machine learning.

Community Data Scientist

Method Data Science
06.2018 - 04.2019
  • Scraped journal abstracts and used NLP methods to identify burgeoning and stagnant subfields of medicine, and performed sentiment analysis on abstracts within each subfield.
  • Created forecasting algorithms to predict future cash flow for financial institutions.

Education

Master - Information And Data Science

UC Berkeley
Berkeley, CA
08.2025

Master of Science - Physics

UC Irvine
Irvine, CA
03.2018

Bachelor of Science - Physics

UC San Diego
La Jolla, CA
06.2014

Skills

  • Python Programming (NumPy, Pandas, scikit-learn, Tensorflow/Keras, Pytorch)
  • Machine Learning / Deep Learning
  • Natural Language Processing
  • Model Development
  • Feature Engineering
  • Statistical Analysis (R)
  • Data Wrangling
  • SQL Databases (Postgres, MySQL)
  • Atlassian Tools (JIRA, Bitbucket, Confluence)
  • Data Dashboards (Tableau)

Interests

Hiking, Weight Lifting, Math and Science

Timeline

Machine Learning Engineer

Smith Micro
04.2019 - 05.2024

Community Data Scientist

Method Data Science
06.2018 - 04.2019

Master - Information And Data Science

UC Berkeley

Master of Science - Physics

UC Irvine

Bachelor of Science - Physics

UC San Diego
Brett Brandom