Elliot Eckholm

Machine Learning Engineer at Mix.com
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Location
United States, US

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Experience

    • United States
    • Technology, Information and Internet
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Jul 2020 - Present

      Projects I have lead:- Realtime Implicit and Explicit User Behavior Recommendation ML Models and Data Pipelines - Scala, Java, Python, Postgres, AWS Redshift, AWS EC2, AWS RDS, Spark, Flink, Kafka- Image Classification Deep Learning Models - AWS EC2, AWS RDS, Python, PyTorch- Realtime Mutli-Armed Bandit Optimization Pipeline that selects the optimal model for each user - Scala, AWS Redshift, Redis, AWS ElasticCache- Realtime A/B Test System with both Gaussian and Non-Gaussian realtime analysis - Scala, Python, Qubole, AWS Redshift, Redis, AWS ElasticCache- Scalable and Reliable ETL Pipelines from client to storage - AWS S3, AWS Redshift, Postgres, Flink, Kafka- Realtime server and model health - Postgres, SQL, Metabase, AWS RDS, AWS Redshift- Live User Engagement metrics and evaluations - Postgres, SQL, Metabase, AWS RDS, AWS Redshift

    • United States
    • Information Technology & Services
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Jun 2019 - Mar 2020

      Architect & Lead Developer of AI Stack - PyTorch, FastAI, AWS SageMaker, AWS EC2, REST API

    • Software Engineer
      • Jan 2018 - Jun 2019

      A Lead Developer on the Research & Development TeamFull Stack Developer - React Native, PHP, Python, Django, Firebase

    • United States
    • Investment Management
    • Co-Founder
      • Jan 2017 - Jan 2020

      Autonomous Cryptocurrency Sandbox Trading Autonomous Cryptocurrency Sandbox Trading

    • Founder
      • Sep 2017 - Jun 2019

      Cost Function Optimization Tool powered by Particle Swarm Optimization Cost Function Optimization Tool powered by Particle Swarm Optimization

    • United States
    • Higher Education
    • 700 & Above Employee
    • Applied Physics Undergraduate
      • 2015 - Jun 2019

      Co-Authored Three Published PapersTwo Time Paid Research Fellow 2016 & 2017Koret Research ScholarDigital Research FellowshipUndergraduate Research Award WinnerRecipient of REU in TexasRecipient of REU at UCSCAwarded Honors for Senior Thesis

    • Cosmological Simulation Data Researcher
      • May 2018 - Mar 2019

      Built interactive visualization software for astrophysicists to verify cosmological findings & explore simulations - Python, C++, OpenGL, WebGL

    • Reinforcement Learning Researcher
      • May 2017 - Sep 2017

      Built & Tested Particle Swarm Optimization Algorithms to Increase Accuracy of Gravitational Wave Detections for LIGO - C, C++ Built & Tested Particle Swarm Optimization Algorithms to Increase Accuracy of Gravitational Wave Detections for LIGO - C, C++

    • United States
    • IT Services and IT Consulting
    • 100 - 200 Employee
    • Super Computer Engineer Intern
      • May 2015 - Sep 2015

      Built in-house Security System using Arduino's and Raspberry Pi's Built in-house Security System using Arduino's and Raspberry Pi's

    • Software Engineer Intern
      • May 2013 - Sep 2013

      Learned Functional Programming Built Simulations in Haskell Learned Functional Programming Built Simulations in Haskell

Education

  • University of California, Santa Cruz
    Bachelor of Science - BS, Engineering Physics/Applied Physics
    2015 - 2019

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