Gabriel Muzio

Experience

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  Olympic Cascade Aquatics

  May 2018 - Aug 2018

  Lifeguard and Swim Coach
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  EPICS Electric Vehicle Event Infrastructure (EVEI)

  Aug 2018 - May 2022

  Member

  As an EPICS Electric Vehicle Event Infrastructure (EVEI) member for almost 4 years I contributed to various projects and teams, including overseeing the development of a reliable control system for an autonomous cart as Autonomous Team Lead, leading the Remote Control team as Project Manager, and managing testing processes as Testing Team Lead.

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  BIRCK NANOTECHNOLOGY CENTER

  Oct 2018 - May 2019

  Undergraduate Researcher
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  Purdue University Mechanical Engineering

  Aug 2019 - Aug 2020

  - Created a predictive machine learning model using neural networks to predict the spread rate of COVID-19 in Washington state. - Cleaned large data sets and created mathematical models to analyze correlations between spread rate and new cases based on location.- Developed a classification artificial neural network with Keras, TensorFlow, and Python with a 95% accuracy in predicting regressions.

  • Mechanical Engineering Summer Research Project

    May 2020 - Aug 2020

  • Mechanical Engineering Mentorship Program

    Aug 2019 - May 2020
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  Virginia Mason Institute

  Jan 2020 - Aug 2021

  Patient Observation and Transport

  - Monitored and cared for the safety and suicide prevention of patients daily- Ensured cardiac arrest emergency transportation, morgue transportation, and critical care patients are accommodated- Transported patients and organic material (organs, plasma, blood, etc.) throughout the hospital

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  Purdue University

  Aug 2020 - Jan 2021

  Boiler Mentor

  Served as a role model for incoming students assisting them with acclimation to Purdue University and developing healthy academic and social skills.

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  BanfieldBio Inc.

  Jun 2022 - Jun 2024

  Mechanical Engineering Intern

  Designed, manufactured, and tested devices to control pests affecting global health

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  Raytheon Technologies

  Aug 2022 - May 2023

  Undergraduate Data Science Consultant

  Purdue Data Mine Corporate PartnershipsRaytheon Technologies Data-Driven Mission Readiness Team- Analyzed engine health sensor data by curating Prognostics and Predictive (PPMx) ML models to calculate Remaining Useful Life (RUL) for key DoD systems components- Executed research and application of LSTM, CNNs, PCA Regression, and Clustering models

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  Purdue Research Foundation

  Aug 2023 - May 2024

  Senior Design Project Manager

  - Led a team of 5 people in designing and building a water desalination filter using open-ended polymeric carbon nanotube membranes- Developed repeatable manufacturing procedures for a cost-effective desalination filter

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  Raytheon Technologies

  Aug 2023 - May 2024

  Undergraduate Data Science Consultant

  Purdue Data Mine Corporate PartnershipsRaytheon Technologies Data-Driven Mission Readiness Team- Developed failure prediction models using PCA, ARIMA, LSTM, and K-means clustering to predict hard drive failure- Created a RUL prediction application using Python, Jupyter, and data analysis libraries (Numpy, Pandas, TensorFlow, scikit-learn)