Max

United States

@mmcfarland522

Data Engineer

Badges

Problem Solving
CPP
Sql

Certifications

Work Experience

  • Research Assistant 2

    Seattle University•  September 2021 - Present

    ● Assisted Professor with instructing Python programming I class. Held office hours to assist students one-on-one with programming and computer science questions. ● Designed a web scraping program to extract, transform, and load data used in academic research. ● Utilized PySpark to reduce run-time of fuzzy-matching process by ~90%

  • Data Engineering Intern

    Netflix•  June 2021 - September 2021

    Worked within the Core Data Science and Engineering Team, which provides tooling and services for other data engineering teams. ● Contributed to existing python-based internal CLI tool, adding table sampling functionality. ● Developed unit testing library for executing PySpark and Spark SQL code within isolated Spark sessions, extensively reducing man-hours spent on manual creation of test data. ● Produced and presented a live coding demo as the primary speaker for an internal webinar, with an audience of ~50.

  • Junior Data Engineer

    SEIU 775 Benefits Group•  April 2019 - August 2020

    SEIU 775 Benefits Group is a non-profit dedicated to providing training, health benefits, and retirement services to the homecare workers of Washington state. ● Assisted in designing a publish/subscribe record transfer orchestration system using Dell Boomi, AWS SNS, SQS, Lambda, and S3 within an Scrum Agile framework. ● Created an end-to-end process to asynchronously export modified records to be read by external microservice via SNS. ● Created an end-to-end process to asynchronously receive records via SNS, performing upsert logic within a MySQL database. ● Acquired the entirety of the organization’s external communication records via external APIs using Python. Created ETL data transfer processes using AWS Lambda, S3, and Redshift.

Education

  • Seattle University

    Business Analytics, MS•  September 2021 - January 2022

    ● Coordinated team to refine a multiple regression model predicting Seattle Metropolitan housing prices using R. ● Coursework included modeling using ANNs, SVMs, Decision Trees, Regression Analysis, and Bayesian Networks.

  • Western Washington University

    Economics, BS•  September 2015 - June 2019

Skills

mmcfarland522 has not updated skills details yet.