Jacob Samson Email and Phone Number
Over the past 5 years I have graduated from a Northwestern BS/MS program with a thesis in deep learning techniques, created custom solutions for clients I personally managed on the Qualtrics Customer Experience team, developed pipeline solutions for the NLP team behind Qualtrics Text Analytics, overhauled a petabyte-scale media collection solution for the ComplyAdvantage Adverse Information and Media team, and enabled cutting-edge research in neuroscience at the Allen Institute for Brain Science. With a deep understanding at every stage of developing data science solutions from requirements collection through product deployment at scale, I am prepared to deliver the holistically considered engineering solutions you need to continuously deliver your ML-driven product at scale.Specialties: Microservice architecture design, large-scale data processing, distributed service orchestration, deep learning, NLP, sentiment and topic classification, data pipeline designLanguages and Databases: Python, Java, Scala, SQL, Mongo, PHP 5/7, C++, JavaScript, Bash, Zsh, C#, Node.jsFrameworks: Spring, Scala Play, Theano, Numpy, Scikit-Learn, Sanic, Flask, Angular.js, LaravelOps: Kubernetes, Docker, Git, Helm, Gitlab-CI, Jenkins, Vim, Rundeck, Sumologic, VictorOps
Allen Institute For Brain Science
View- Website:
- alleninstitute.org
- Employees:
- 1294
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Software EngineerAllen Institute For Brain ScienceSeattle, Wa, Us
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Software EngineerAllen Institute For Brain Science Oct 2020 - PresentSeattle, Wa, UsAs a member of the Informatics team at the Allen Institute for Brain Science, I have had the opportunity to contribute to the acceleration of neuroscience by creating data analysis and experiment design solutions for our in-house neuroscientists. By leveraging modern data science techniques, cloud-driven infrastructure, and engineering best practices our team has dramatically improved the tools and processes used for genomic flourescence experiments, transcriptomic cell clustering, and DAPI microscopy analysis.Follow the link below to see some of the exciting work being done at the Allen Institute! -
Software EngineerComplyadvantage Dec 2018 - Sep 2020London, England, GbAt ComplyAdvantage I had the opportunity to help our clients fight financial crime with innovative, AI-driven compliance solutions. As a member of the Adverse Information and Media team, I specifically focused on providing a state-of-the-art machine learning pipeline with the raw data it needs to curate the most accurate database of adverse information and media entities in the world.During my time at ComplyAdvantage I worked with a very small team to architect, implement, and maintain a petabyte-scale media collection solution. In the process of dramatically improving the efficiency, scalability, and stability of our product I personally contributed to the design, architecture, implementation, deployment stance, and monitoring capabilities that engendered that growth. In addition to my technical responsibilities I contributed to hiring initiatives as an interviewer, to the internship program as a mentor, and to social cohesion as a ministry of fun representative. Through these efforts I helped ensure that the product and team scaled to meet demand as ComplyAdvantage become the gold standard in compliance solutions. Follow the link below to learn more about their product! -
Software Engineer - Text AnalyticsQualtrics Oct 2017 - Nov 2018Provo, Ut And Seattle, Wa, UsOn the text analytics team I had the opportunity to apply my full-stack development experience to the machine-learning-at-scale problems I love. This position not only demanded knowledge of the most cutting edge techniques in natural language processing, but of massive-scale operational and architectural strategies -- Qualtrics Text iQ provides sentiment and topic insights to hundreds of the world's largest brands, serving analyses of millions of survey responses every day.During my time on this team I personally implemented key components of our largest-scale processing pipelines, designed and delivered a high-availability visualization service for the next generation of our UI, and oversaw massive-scale operational efforts to improve the day-to-day experience of our customers. Follow the link below for a quick overview of our product! -
Software Engineer - Engineering ServicesQualtrics Aug 2016 - Oct 2017Provo, Ut And Seattle, Wa, UsOn the Qualtrics Engineering Services team, I contributed custom solutions to our customers' most unique and challenging needs. As my first full-time development role, this position allowed me to immediately get exposure to a variety of tools, languages, and frameworks with each solution I designed or updated. Direct communication with the client from initial project design through testing, deployment, and maintenance also demanded quick development of my professional communication skills and my passion for maintainable, intuitive design.Some highlights of my contributions on the E.S. team include:- Personally designing and implementing a base Docker image for Python Flask services now used as the foundation of 20+ solutions and featured in our reference Python architecture- Working on a team of as few as 2 to convert a broken solution threatening loss of a major client into a thriving solution receiving regular "Promoter" NPS scores (9+/10)- Overseeing modernization of the same through a new AWS infrastructure, Dockerization, and telemetry implementation, as well as contributing to code changes resulting in a more than 10x increase in runtimeClick the link below to read more about the Qualtrics E.S. team!
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Web Development InternNorthwestern University Oct 2012 - Dec 2015Evanston, Il, UsAs a work study intern at the Northwestern Multi-Media Learning Center (now named the Media and Design Studio), I had the opportunity to pay part of my tuition by working part-time as a full-stack web developer.The Multi-Media Learning Center provides technical resources to a variety of programs in Northwestern's Weinberg College of Arts and Sciences. As a Web Development Intern I got to design and implement a note-collection plugin for Wordpress to encourage engagement by foreign language students, contribute to various websites for Northwestern's language departments, and provide IT support for labs depended on by a variety of language and design courses.The opportunities and mentorship I received at the MMLC provided me with a fantastic counterpoint to my academic education, as well as an excellent foundation to my career in engineering. Learn more about the mission and projects of Northwestern's MMLC (MAD studio) on their website via the link below! -
Software Engineering InternSbb Research Group Jun 2014 - Aug 2014Northbrook, Il, UsAt the SBB Research Group, I received my first full-time experience on a small team dedicated to delivering state-of-the-art quant-based portfolio management to our customers.The start-up scale of our development team allowed me to work closely with SBB's lead engineers, COO, and tactics team, contributing to the full stack of various web tools for our investment strategy experts, HR team, and customers. In the process I was given opportunities not only to learn directly from experts in full-stack software engineering, but also to make meaningful contributions to production web services with immediate feedback on design and functionality from their consumers.You learn more about the SBB Research Group by following the link below
Jacob Samson Skills
Jacob Samson Education Details
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Northwestern UniversityComputer Science & Mathematics
Frequently Asked Questions about Jacob Samson
What company does Jacob Samson work for?
Jacob Samson works for Allen Institute For Brain Science
What is Jacob Samson's role at the current company?
Jacob Samson's current role is Software Engineer.
What schools did Jacob Samson attend?
Jacob Samson attended Northwestern University.
What skills is Jacob Samson known for?
Jacob Samson has skills like Data Analysis, Python, Scala, Machine Learning, Sql, C++, Java, Mongodb, Docker, Javascript, Angularjs, Latex.
Who are Jacob Samson's colleagues?
Jacob Samson's colleagues are Rimple Mha, Khemaram Godara, John Phillips, Yuvraj Sharma, Myra Wang Imanaka, Ph.d., Nick Louangrath, Sreya Kumar.
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