ZeroEyes helps prevent gun violence by alerting first responders to visible, human-confirmed firearms within seconds of detection by existing security cameras. Our AI makes our expert human operations feasible and effective to scale. Human experts evaluate and dispatch alerts, providing critical intel through the entire event. I am proud to help lead this mission.

Machine Learning 3.0 is well underway with a new state of the art in unsupervised learning. Learning is analog, local, and with no global cost function. The future of machine learning is spikes!

Founded in 1998, BartonLabs is a contract R&D firm developing underlying technologies and large-scale, commercial solutions to ambitious projects at companies of all sizes. Our expert team of scientists and engineers help clients transform industries beyond state-of-the-art, and equip them to stand up and run on their own with a combination of advanced technology, world-class engineering and savvy management consulting.SPECIALTIES:Experts in media, advanced imaging, high-performance computing, cloud-edge-hybrid architectures, machine learning and natural data types. GPGPU experts since before CUDA and OpenCL.

Privileged to lead a bunch of smart people taking enterprise audio and video to the next level.

Virtual media operations that blend on-prem, remote and cloud for instant, super-efficient and easily constructed global media workflows. Epoch orchestrates edge computing workflows over volatile, distributed, heterogeneous topologies, using the cloud as a control plane and overflow compute resource. Stochastic optimization and Deep Learning determined where to process and how to move data in real time. 10x+ acceleration over cloud-only. Complex, global deployment as easy as DropBox. 18 employee startup.

-Hand-built a world-class product development organization in a company that had 2 previous failures in major software product initiatives.-Successfully developed and introduced an award winning Internet based assessment and curriculum alignment product line for educators.-Frequent participant and invited speaker for political events including addressing members of the US Congress and White House Cabinet.-Key player in external partnerships and large sales initiatives. Key mentor and trainer for sales force.

Hand built and staffed new, offsite R&D facility for this publicly traded company. Responsible for all facets of product development. Worked with industry partners, key sales accounts and various functional areas to identify new product opportunities then led execution from conception to market. Led extensive R&D for advanced imaging algorithms. Led commercial software development that encompassed hardware, firmware, Windows and Mac software, Web applications and a number of low level device drivers for various platforms.-Successfully developed and introduced a new software/hardware product line.-Successfully developed and productized advanced imaging algorithms that provided key market advantage.

Led an applied R&D group developing new video compression technology at Intel Architecture Labs. -Brought the world's best video compression to market.-Principal Microsoft development liaison and Program Manager.

Image processing, clustering and signal extraction research with leading universities, resulting in the first commercial implementation of neural-based super-resolution. Worked with software, firmware and writing system staff to develop and implement new image enhancement, halftoning and color algorithms. Productized new algorithms in HP's imaging business.-Primary inventor for 6 fundamental patents and subsequent productization.

Active and reserve.