University of Maryland Baltimore County

The Johns Hopkins University

Anne Arundel Community College

Data Scientist  -  Distributed ML/Graph Algorithms Architect  -  Entrepreneur

NVIDIA

Principal Engineer

Leading the development of multi-node multi-GPU architecture for machine learning algorithms on RAPIDS cuML

Senior Data Scientist and Distributed ML Architect

Provided consultations to customers using exploratory data science to guide their potential use of HPCs for solving massive-scale data problems. This process involved building and utilizing tools and techniques for performing the data science on the HPC resources as well as providing comprehensive notebooks demonstrating the reproducible science behind our results. Range of specialties included deep learning, data mining, anomaly detection, unsupervised representation learning, and recommender systems.

Tetra Concepts LLC

Data Scientist, Computer Scientist

Freqheads, LLC builds creative and inspiring AI products that empower customers to change the world.

Freqheads, LLC

Co-founder and Technical Partner

Researched, prototyped, and deployed various computer vision components for modernizing and improving an existing OCR system. Solution involved iteratively replacing existing components with more state-of-the-art technologies- both classic computer vision and deep learning. Acheived improvements in both performance and accuracy. Notable contributions included building realistic synthetic training data using convolutional neural networks, creating a novel fully-convolutional neural network for detecting & localizing text, and building a novel tool for labeling the data for training.

Data Scientist, Computer Scientist, Senior Software Engineer

Architected and developed big-data platform for rapid real-time data fusion and warehousing on HPCs. This platform enabled the tracing, troubleshooting, and analysis of a massive-scale, event-based, enterprise-integration architecture for orchestrating communications between many different systems. The platform enabled mining and visualization for further data science and exploration.

Data Scientist, Senior Software Engineer, Software Architect

Researched, prototyped, and developed a new distributed data processing platform for monitoring and troubleshooting a large-scale distributed message-oriented-middleware fabric. Responsibilities spanned the full stack, from the operating system installs to the data science insights. The platform included a framework for rapidly writing and deploying analytics, powerful real-time query API for web users to mine their own data, a real-time graph that can be analyzed using common domain-specific languages, and a domain-agnostic framework for rapid ETL.

Objective Solutions, Inc

Data Scientist, Computer Scientist, Software Architect

Led a worldwide team in the architecture and development of a distributed platform enabling big-data and data science across multiple clusters. This included building atop an enterprise Hadoop stack, adding multi-cluster orchestration services, domain-agnostic ETL & data fusion, big-data analytics, and visualizations. This effort built upon the success of previous work, generalizing a cyber-specific architecture to different domains.

TexelTek

Technical Lead, Senior Software Engineer

Co-architected a multi-cluster, secure, big-data platform that provided analytics, visualizations, and insights into cyber-related activity. Responsibilities spanned the full stack from the operating system to the presentation layer. Novel achievements in this architecture included distributed analytics for orchestrating data science across multiple clusters, massive-scale knowledge management, and multi-cluster remote object services.

Senior Software Engineer

Worked on tactical web-application "widgets" & mobile applications that enabled data fusion and knowledge management. Contributions ran the entire software stack, from system configuration to the presentation layer.

Software Engineer

Built a web application to automate and ease everyday project management tasks for various contracts with the Department of Defense. Notable features included real-time statistical summaries, entity matching, and rudimentary forecasting of burn down rates under various constraints.

Intern

Provided sound design, production, compositions, and instructional services to multi-media companies.

Kaleidoscopic Audio Solutions

Owner

Built and maintained company website, architected on the LAMP stack, from the operating system to the presentation layer. Notable acheivements included providing a custom user-friendly administration application for employees to update coupons and website specials, among other dynamic content.

Corey Nolet