Ben Hudson Email and Phone Number
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Applied scientist with machine learning and production-level engineering track record. I use geospatial data science to improve home valuation models, such as the Zestimate.
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Technical Co-Founder And Head Of Applied ScienceAarden.AiSeattle, Wa, Us
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Sr. Machine Learning EngineerHomebound Mar 2022 - Jan 2024San Francisco, Ca, UsDelivered machine learning models from concept to production to support lot acquisition strategy for Homebound, a tech-powered homebuilding company. • Developed internal, company-specific home value forecasting model from prototype to production used to allow CEO and other leaders to make critical business decisions• Maintained and added models to machine learning pipelines responsible for Home Valuation & Appreciation to deploy capital into the most attractive real estate markets• Engineered geospatial data pipeline to enhance lot acquisition strategy using OpenStreetMap -
Applied Scientist - Zillow OffersZillow Dec 2019 - Mar 2022Seattle, Washington, UsImproved home valuation models with leadership on geospatial projects; Blended machine learning models and human processes to accurately price homes purchased by Zillow Offers.• Owned and improve crucial home similarity model used throughout valuation process• Created a new home valuation model leveraging data collected during home inspections and other non-standard data• Technical lead on experiments measuring benefits of computer vision products for pricing accuracy -
Applied ScientistZillow Jun 2017 - Dec 2019Seattle, Washington, UsApplied Scientist improving Zillow's flagship machine learning product, the Zestimate. I was the main team member thinking about geospatial data science improvements to the product. Prototyped and developed production spark (pySpark) code to ETL new geospatial data sources into existing spark Zestimate pipeline.
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Data Science InternZillow Feb 2017 - Jun 2017Seattle, Washington, UsInternship work lead to full time employment offer and U.S. Patent application.
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Future Of Ice Post-Doctoral Research AssociateUniversity Of Washington, Applied Physics Laboratory, Polar Science Center Jan 2015 - Jan 2017Seattle, Wa, UsData science: Implemented new cloud-based framework (Google Earth Engine) that allowed processing of multi- terabyte image archive leading to first ever measurements of over 250 rivers in Greenland. Migrated code from Python to JavaScript (reducing code base 60 percent) Statistical methods: Utilized Python-based parallel processing approaches to optimize Monte Carlo simulations of water flowing in glaciers Teaching: Leading GeoHack week teaching data science to more than 50 geoscience graduate students, post-docs, and faculty -
Graduate Research ScientistUniversity Of Colorado Boulder May 2010 - Dec 2014Boulder, Colorado, UsStudied Greenland rivers and glaciers using field and satellite based observations, data science, and modeling Data analysis and engineering: Created Python processing pipeline to request imagery from NASA API, clean data, and analyze 12+ years of satellite imagery Computer vision: Developed digital photogrammetry projects to study rivers and deltas Project management: Planned and executed three field campaigns in Greenland, including extensive ground truthing efforts coincident with requested acquisitions by NASA satellites Teaching: Received exemplary formal review scores from students on teaching style and effectiveness; outperformed department and campus average ratings by 15 and 13 percent respectively -
Paralegal SpecialistU.S. Department Of Justice Jul 2007 - Apr 2010Washington, Dc, UsI worked as a paralegal in the Environmental Enforcement Section, primarily enforcing Clean Water Act and Superfund cases. My work as a paralegal expanded to include data management and some geospatial work. -
InternU.S. Senate Jun 2005 - Aug 2005
Ben Hudson Skills
Ben Hudson Education Details
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University Of Colorado BoulderGeological And Earth Sciences/Geosciences -
Brown UniversityGeological And Earth Sciences/Geosciences
Frequently Asked Questions about Ben Hudson
What company does Ben Hudson work for?
Ben Hudson works for Aarden.ai
What is Ben Hudson's role at the current company?
Ben Hudson's current role is Technical Co-Founder and Head of Applied Science.
What is Ben Hudson's email address?
Ben Hudson's email address is bh****@****ton.edu
What is Ben Hudson's direct phone number?
Ben Hudson's direct phone number is 206-470*****
What schools did Ben Hudson attend?
Ben Hudson attended University Of Colorado Boulder, Brown University.
What skills is Ben Hudson known for?
Ben Hudson has skills like Field Work, Remote Sensing, Python, Arcgis, Gis, Field Instruments, Geographic Information Systems, Hydrology, Matlab, Envi, Sediment Transport, Javascript.
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