Midstream Technology creates and commercializes new technology for remote sensing, biometrics, acoustics, and machine learning - the technologies of seeing things, identifying things and tracking things. One week you will find us engineering a low cost device to track ocean waves, and the next week you will find us setting up new acoustic technology to keep birds from running into wind turbines.
We work on a variety of programs that involve innovations in applied science, and while it sounds like a lot of different things, it is all related to waves. Sound waves, radio waves, light waves - all of these form the foundation of a lot of our work. We also have a great deal of software development, integration, and engineering expertise because almost every solution requires it - whether it is creating new integrated circuits, getting new iris scanners to work with access control technology, or investigating methods to track and clean up oil spills under the Arctic sea ice.
In modern research machine learning is applicable to almost all projects, thus is at the core of much of what we do. We combine our vast knowledge of the field of machine learning with an intricate understanding of the underlying physics of the problems we attack to create effective and robust algorithms. We have worked on a wide range of problems that required machine learning capabilities, including characterizing wave height for oil spill response, social media tracking and analysis, communication through ice floes in the Arctic, computer vision for automatically detecting birds in video, and natural language processing for improved customer support.