About
Passionate entrepreneur building machine learning tools for large organizations. Primarily focus on enterprise search, sentiment analysis, insider threat detection, data-loss prevention and more. Programming: Python, Ruby, C, C++, Golang Frameworks: Rails, Tensorflow, Keras, OpenCV, Qt, OpenMP Specialties: Machine Learning, Computer Vision, Full-Stack Engineering Education: Mostly Self-educated, but also have a degree from University of Illinois (UIUC) in C.S. Blog: https://austingwalters.com Github: https://github.com/lettergram Startup: https://metacortex.me Projects: - https://insideropinion.com - https://projectpiglet.com - https://lettergram.net - https://easy-a.net - https://redditprofile.com - https://hnprofile.com
Experience
Staff Software Engineer
Engineering Manager - Center for Machine Learning
Capital One · Urbana-Champaign, Illinois Area
- Lead team of 5+ applied researchers working on AutoML, NLP, and Hyperparameter tuning - Deep Learning instructor, with 1000+ associates attending our teams trainings - Maintain the most active and starred Open Source project in Capital One - Developed state of the art name-entity recognition model for sensitive data detection - Regularly patent and write papers related to state of the art applications related to ML
Senior Software Engineer
Capital One · Urbana-Champaign, Illinois Area
- Technical lead on a deep learning platform, leveraged by hundreds of associates - Product Owner & Developer of Synthetic Data Generation Library - Developed machine learning NPI detection library - Deep learning instructor, with over a thousand people attending our trainings a year
Software Engineer
Capital One · San Francisco Bay Area
- Developed an MVP for a critical internal machine learning cybersecurity product - Technical / team lead of team of three, building ruby on rails job placement tool - Pitched to senior leaders to obtain funding for innovation products
Founder
InsiderOpinion · Savoy, IL
Search & monitor all enterprise resources, instantly. Utilizing machine learning we build a knowledge graph of your enterprise. Enabling all resources: employees [expertise], documents, etc. to become searchable and actively monitored. This is accomplished with a seamlessly integration directly into company communication channels (messaging & email). No need to scan documents, update an HR system, etc. It's always up-to-date. At the same time, we also empower organizational level decision making through real-time monitoring of expertise, behavior, satisfaction and influence. E.g. Know who's an attrition risk, what expertise will be lost and what you can do about it. https://insideropinion.com
Software Engineer
Caterpillar Inc. · Urbana-Champaign, Illinois Area
Built an automated video editor tool. Merges multiple video streams to generate the best view of individuals in a scene, tracking them through the factory floor, and tracking/improving logistics. My focus has been on the GUI and algorithm development/design.
Itdp Intern
Capital One · Rolling Meadows IL
Presented to senior leadership, and won 1st (tied) out of 30 intern teams for the intern case competition. In which I managed both the project and coordinated the programming to complete a large portion of "Selenium Factory" (viewable on my github or website). In essence, the program/project should increase their coverage, as well as the productivity of their quality assurance testers by 6000%+. I completed about 80% of the project during four weeks of my internship and it should be in production within the year. Determined which automated mobile testing service (i.e. BrowserStack, SauceLabs, Perfecto Mobile, appurify, etc.) is most compatible with Capital One's testing framework. Met with companies, load tested service(s), compared prices, then generating a business case for what I feel is the best service. In-depth review on my internship: http://austingwalters.com/capital-one-tdp-internship-2014-review/
Clerk (Temp)
Advantedge Healthcare Solutions
Clerical duties: organizing documents, data entry, scanning and filing.
Education
University of Illinois Urbana-Champaign
Bachelor’s Degree, Computer Science
Joliet Junior College
Pre-Engineering
Plainfield Central High School
a diploma
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