Elliot Eckholm
Machine Learning Engineer at Mix.com- Claim this Profile
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Bio
Experience
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Mix.com
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United States
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Technology, Information and Internet
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1 - 100 Employee
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Machine Learning Engineer
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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
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SellHound
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United States
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Information Technology & Services
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1 - 100 Employee
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Machine Learning Engineer
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Jun 2019 - Mar 2020
Architect & Lead Developer of AI Stack - PyTorch, FastAI, AWS SageMaker, AWS EC2, REST API
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Software Engineer
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Jan 2018 - Jun 2019
A Lead Developer on the Research & Development TeamFull Stack Developer - React Native, PHP, Python, Django, Firebase
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Cryptanna
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United States
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Investment Management
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Co-Founder
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Jan 2017 - Jan 2020
Autonomous Cryptocurrency Sandbox Trading Autonomous Cryptocurrency Sandbox Trading
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Founder
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Sep 2017 - Jun 2019
Cost Function Optimization Tool powered by Particle Swarm Optimization Cost Function Optimization Tool powered by Particle Swarm Optimization
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University of California, Santa Cruz
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United States
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Higher Education
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700 & Above Employee
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Applied Physics Undergraduate
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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
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Cosmological Simulation Data Researcher
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May 2018 - Mar 2019
Built interactive visualization software for astrophysicists to verify cosmological findings & explore simulations - Python, C++, OpenGL, WebGL
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Reinforcement Learning Researcher
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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++
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San Diego Supercomputer Center
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United States
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IT Services and IT Consulting
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100 - 200 Employee
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Super Computer Engineer Intern
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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
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Software Engineer Intern
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May 2013 - Sep 2013
Learned Functional Programming Built Simulations in Haskell Learned Functional Programming Built Simulations in Haskell
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Education
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University of California, Santa Cruz
Bachelor of Science - BS, Engineering Physics/Applied Physics