Data has so many stories to tell us, and I love the creativity behind figuring out exactly how to listen to get the most out of it. With a Master’s degree in Computer Science (focused on Machine Learning/Artificial Intelligence and Databases), I have experienced working with data across the spectrum. This has ranged from the initial data engineering of scoping out available data and designing scalable data models and ingestion pipelines to yield usable datasets, to then performing data analysis to derive insights that garner direct business impact.Most recently, I worked as a Machine Learning Engineer at Intel where I developed algorithms to perform cutting-edge analysis of timeseries data that I then visualized within dashboards and presentations to create compelling stories to help drive business decisions. Additionally, I designed and built data ingestion pipelines within AWS using step functions and Lambdas to contribute datasets to a growing data lake.While earning my Master’s degree I focused on natural language processing research, specifically exploring the use of large language models for automatic text summarization. I am passionate about the ethical use of these models, and my research examined the fairness and diversity of summaries generated by these models when summarizing social media data of different dialects, and contributed a novel dataset to the field to enable future research in this area.
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Machine Learning EngineerIntel Corporation Jun 2022 - Sep 2023Hillsboro, Oregon, United States• Analyzed timeseries data using statistical and machine learning techniques (causal analysis, clustering, similarity).• Created a robust data model and database schema for storing data of multiple teams with different objectives within a data lake to enable future analysis.• Developed automatically-generated, Python-based interactive dashboards by leveraging Bokeh and Panel libraries to display analysis of data at scale through AWS Lambda automation.• Designed and built pipelines within AWS for ingesting, transforming, and storing data as parquet files in S3.• Advocated for customers to keep their use cases at the forefront of decisions, and additionally assisted them with querying data, writing SQL queries, and answering questions about data models and general data lake access.• Articulated analysis of multiple terabytes of data to senior management and customers resulting in deeper analysis questions. -
Software Graduate InternIntel Corporation Apr 2021 - Jun 2022Hillsboro, Oregon, United States -
Devops Automation InternWebmd Health Services Jan 2021 - Apr 2021Portland, Oregon, United States• Automated Jenkins configurations into a declarative pipeline hosted on Atlassian Bitbucket.• Learned declarative pipeline coding style. -
Graduate Teaching Assistant - Cs333: Introduction To Operating SystemsPortland State University Sep 2020 - Dec 2020Portland, Oregon, United States• Developed course content and communicated it effectively to students.• Debugged issues with student code to provide mentoring and feedback for their projects.• Managed a team of graders and oversaw final input of grades. -
Quality TechnicianAvantor Performance Materials Apr 2018 - Jun 2019Paris, Kentucky, United States• Tested and verified quality of finished products using specified chemical procedures.• Organized workflow to meet deadlines and expedite high priority products to satisfy customer needs.• Investigated out-of-specification test results, problem-solving potential root causes, documenting findings, and proposing solutions for rectifying issues and preventing recurrence.
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Operations DirectorMolly Maid Of Greater Lexington Sep 2014 - Apr 2018Lexington, Kentucky, United States• Boosted weekly sales from $5,000 to $12,000 during tenure and expanded fleet from 3 to 6 two-person teams.• Managed and trained staff, including interviewing and hiring.• Established customer service and quality programs, and instituted new policies to improve client satisfaction and retention.
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Office Manager And Customer Service RepresentativeMolly Maid Of Greater Lexington Oct 2012 - Aug 2014Lexington, Kentucky, United States
Aaron Hudson Education Details
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Computer Science -
Chemistry
Frequently Asked Questions about Aaron Hudson
What is Aaron Hudson's role at the current company?
Aaron Hudson's current role is Machine Learning Engineer | Data Scientist | Data Engineer | SQL & Python | AWS Cloud & Data Ingestion | NLP & Large Language Models.
What schools did Aaron Hudson attend?
Aaron Hudson attended Portland State University, University Of Kentucky.
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Aaron Hudson
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Aaron Hudson
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