Scott Berman work email
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Scott Berman personal email
That's not just a regular drawing, that is a photograph I took in New York City rendered in the style of Van Gogh's Starry Night. It was generated by a deep convolutional neural network I built using TensorFlow.I’ve been a software engineer for about 6 years now since my transition from chemical engineering. At work I spend my days managing and writing code for Amazon Go's Algorithmic Orchestration Platform, at home I am working on an LSTM neural network that will predict outcomes for fantasy sports. I’ve researched Metal Organic Frameworks in Israel, taught pedagogy to professors in Shanghai, and manufactured gypsum drywall in Ohio. When I’m not at my computer, which is rare these days, I’m usually traveling, hiking, making movies, and learning Korean!Now I’m looking for my next challenge in life. Connect with me!Resume: https://gist.github.com/ScottBerman/1f9debdd5c34ea085ff24da78dfb141d
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Software EngineerAmazon Mar 2020 - PresentSeattle, Wa, UsAmazon Go - Algorithmic Orchestration Team- Managing and writing features for a framework for integrated dependency injection, runtime management, and asynchronous communication.- Responsible for developing applied machine learning applications end-to-end. These machine learning algorithms run on a microservice-oriented component framework that I own and make predictions on shopping events in real-time.- Designed new fixed-width binary protocol that increased throughput on high use framework by 10x allowing Amazon to launch larger format stores.- Implemented a custom flow control and autoscaling solution for use on component framework.- Re-architected microservice architecture responsible for event generation to run on a new distributed, autonomous, fault-tolerant network using Kotlin/Python.- Streamlined regression testing and debugging on new distributed scheduler/executor that allowed us to release to production several weeks ahead.- Root-cause, mitigate, and fix emergency issues through regular on-call rotation.- Work frequently with many AWS services such as EC2, ECS, RDS, IAM, Route53, SQS/SNS, S3, CloudFormation, CloudWatch, and others, as well as databases, SQL, and NoSQL. -
Software EngineerCapital One Feb 2019 - Mar 2020Mclean, Va, UsCenter For Machine Learning - Enterprise Machine Learning Platform TeamExtending Kubernetes API with custom operators to run ML models on a distributed frameworkDistributed Computing - Kubernetes, Docker, Spark, Dask, AWSFull Stack Engineering - Python/Flask backend, React frontend, Go CLI tool, AWS cloud architectureAWS Solutions Architect Associate Certified -
Associate Data EngineerCapital One Mar 2018 - Jan 2019Mclean, Va, UsAnti Money Laundering- Know Your Customer TeamRemodeled data pipeline consisting of over a dozen Spark and Hadoop MapReduce modules to run on AWS EMR.Data engineering- Spark/Scala, Hadoop Map Reduce
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Associate Software EngineerCapital One Jul 2017 - Feb 2018Mclean, Va, UsCenter For Machine Learning - Data Visualization- Designed and built a machine learning algorithm visualization using d3 and React for a dual Convolutional and Long Short Term Memory neural network used for malware prevention- Completed intensive 6-month full-stack training for job related skills ranging from single page applications, server-side rendering, APIs, test driven development, cyber security and databases including ReactJS, AngularJS, NodeJS, AWS, SQL
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Research AssistantTechnion University- Biomass Fuels Lab Feb 2016 - Jul 2016• Grafted organic tethers to the surface of inorganic compounds for the catalytic capture of CO2• Independently devised and researched synthetic and experimental process
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InternUsg May 2015 - Feb 2016Chicago, Il, Us• Managed and completed projects ranging from process improvement upgrades to new infrastructure• Optimized waste-water treatment process by utilizing a novel feeback loop for chemical metering resulting in savings of $25,000 per year• Oversaw redesign of a gypsum feeding process creating annual savings of $30,000 • Monitored bacteria and organic species vital to successful waste water treatment -
InternChromatan Corporation Jan 2015 - May 2015• Designed continuous countercurrent tangential chromatography for application to large-scale monoclonal antibody purification from cell culture fluid• Characterized microporous membranes via permeability, critical flux, ΔP, absorption capacity, binding, and bubble tests• Evaluated microporous membrane scaling and prepared culture fluid process
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Research AssistantPenn State University- Organic Chemistry Lab May 2014 - May 2015• Developed new synthetic methodology for the application to the total synthesis of natural products• Analyzed and purified products via extraction, column chromatography, distillation, thin-layer chromatography (TLC), recrystallization, and filtration as well as NMR spectroscopy, mass spectroscopy and infrared spectroscopy.
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Teaching AssistantPenn State University Jan 2014 - May 2014University Park, Pa, Us• Facilitated and assisted student learning through weekly office hours.• Chosen as an LA (learning assistant) for a Pedagogy Workshop held July 15-20, 2015 at Fudan University in Shanghai, China. -
Research AssistantPenn State University- Microbial Fuel Cells Lab Jan 2014 - May 2014• Assembled microbial fuel cells for the purposes of electricity generation and wastewater treatment• Constructed microbial fuel cell and anaerobic fluidized membrane bioreactor assemblies, built PTFE cathodes, ran voltage and pressure drop tests, composed polarity curves, and managed microbial feeding.
Scott Berman Skills
Scott Berman Education Details
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Georgia Institute Of TechnologyComputer Science- Focus On Artificial Intelligence / Machine Learning -
Schreyer Honors College At Penn StateChemical Engineering With A Minor In Mathematics
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Technion - Israel Institute Of TechnologyChemical Engineering
Frequently Asked Questions about Scott Berman
What company does Scott Berman work for?
Scott Berman works for Amazon
What is Scott Berman's role at the current company?
Scott Berman's current role is Software Engineer at Amazon.
What is Scott Berman's email address?
Scott Berman's email address is sc****@****one.com
What schools did Scott Berman attend?
Scott Berman attended Georgia Institute Of Technology, Schreyer Honors College At Penn State, Technion - Israel Institute Of Technology.
What skills is Scott Berman known for?
Scott Berman has skills like Java, C, C++, Html, Cascading Style Sheets, Php, Autocad, Chemdraw, Scifinder, Microsoft Office, Microsoft Excel, Microsoft Word.
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