Designed novel deep learning architectures to forecast the stock market. Research for intelligent matchmaking in dating apps. New GAN and autoencoder architectures designed to learn facial preferences in a disentangled space. Developed artificial intelligence for a tennis-playing robot. Researched new computer vision techniques for ball and court localization in a simulated environment. Various research towards the development of AGI; new unsupervised learning theories and unconditional input data mining. Developed a highly-parallel resource scheduler for supercomputing clusters.

Experimental design and research for their 2020 Flu vaccine outreach and advertising campaign. Developed a deep temporal convolutional neural network which earned upwards of $1M profits over a naive strategy. Researched applicability of transformer models to patient data and prediction tasks. Data analysis and business reporting to higher management. Architect of a new python data science framework, integrating with many common data science and machine learning libraries. Developed web application for tracking COVID-19 clinics and shots.

Headed initial product development for a proprietary augmented reality library for mobile devices. Implemented autocalibration algorithms for detecting camera parameters. Created a novel real-time algorithm for detecting axis-aligned planes in a 3D point cloud. Researched a new hybrid SVO/DSO algorithm for performing real-time simultaneous localization and mapping (SLAM).

Architect and lead developer for a global web platform to track shipping containers. Ad-hoc product management with operations and sales teams. UI/UX designer, full-stack development, and some graphic design in early phases of the product; later led others while the team expanded. Developed real-time IoT queuing and data processing systems. Developed algorithms to filter and analyze IoT data using sensor fusion, statistics, and machine learning. Built a customized administration suite to view and manage the web application data.

Managed and wrote scripts for a 3d rendering compute cluster. Implemented "A Material Point Method for Snow Simulation" for doing snow effects in a short film. Visual effects, shading, and fur grooming for a main character in a short film. System administrator for the animation department.

Managed Debian web server for company projects. Developed various Bash scripts for onboarding employees into the company system, with heavy use of LDAP and PAM. Designed a new web dashboard for employees to host and collaborate on projects.

Refactored JavaScript code for cleaner codebase and faster execution. A blend of vanilla JavaScript and jQuery were used. Developed a small library to efficiently load and display tiled UI content (similar to Pinterest) for the main site. Created a bookmarklet which scrapes a website for deals/promotions.

Software development and electrical engineering support for diaper machines, using Wonderware and Control Logix. Software developed has been deployed globally. Optimized compressed air usage, as well as developed a UI (HMI) for machine operators to quickly view usage metrics. Developed a UI for machine operators to quickly identify alignment problems with the diaper assembly process.

Developed various websites and web apps for individuals, schools, and businesses. Performed long-term web administration. Developed custom JavaScript, PHP, templating, reactive, and CMS frameworks.