Matthew Machado
Senior Data Scientist
Stockton, New Jersey, United States
Summary
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Senior🎓
Top SchoolMatthew Machado is a Senior Data Scientist with 7+ years of cross-industry experience building production ML and statistical systems that have driven roughly $55M in business impact and resulted in four patent applications. He designs end-to-end forecasting and probabilistic models—ranging from ensembled time-series at scale for e-commerce to Bayesian MCMC recruitment risk models for clinical trials—and operationalizes them via dbt, Airflow, and PySpark to run in minutes. At Fixify he’s already applying LLM-driven digital agents and queue-capacity modeling to automate IT help desk workflows, while his background in biomedical engineering and image-processing research gives him an uncommon blend of wet-lab rigor and scalable software engineering. He’s comfortable translating uncertain, real-world data into actionable, probabilistic decisions and shipping reproducible pipelines that stakeholders can trust.
8 years of coding experience
9 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Georgia Institute of TechnologyMaster of Science (M.S.), Biomedical Engineering, Master of Science (M.S.), Biomedical Engineering at Rutgers, The State University of New Jersey - New BrunswickBachelor of Science, Biomedical/Medical Engineering, Bachelor of Science, Biomedical/Medical Engineering at Rutgers, The State University of New Jersey-New BrunswickData Science and Analytics Bootcamp, Data Science and Analytics Bootcamp at Rutgers University
English, SpanishProgramming languages (2)
Github contributions (5)
mrichtmyer/python-challenge
Dec 2019 - Dec 2019
Contributions:17 pushes, 1 branch in 5 days
mrichtmyer/amazon_trend_analysis
Jan 2020 - Jan 2020
Contributions:16 pushes, 1 branch in 6 days
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