Algorithm and Software Development

ARI creates robust, professional software systems solutions for complex problems in sciences and engineering by developing and optimizing cutting-edge algorithms and cyberinfrastructure.

Approach

Collect information from researchers and end-users to identify needs and processes in order to form collaborative approach to solution design
Leverage industry, academic, and research expertise in algorithm and software design to deliver innovative applications
Use standard software engineering methodologies to implement, test, validate, and maintain software
Integrate off-the-shelf devices and algorithms into novel solutions for solving complex problems
Architect robust, scalable cyberinfrastructure to support application deployment

Benefits

Stitching Tracks — Stitching object tracks using probabilistic evolution of positional distributions based on local motion statistics and forming the joint position probability distribution function

Provide professional software practices to fundamental research
Implement and validate algorithms using industry standards
Employ artificial intelligence algorithms with application-driven goals
Bridge the gap between fundamental research and deployable code

Focus Areas

Simulating Terrain — Simulating natural terrain using Unreal Engine to support development of navigation algorithms for autonomous rovers

Simulations in support of machine learning training and hardware-in-the-loop testing
Artificial intelligence algorithms for object detection and classification, embodied signals for health and wellness, and control systems in manufacturing
Scientific data processing pipelines
Data management for artificial intelligence applications

To learn more, contact Nicole Johnson, ARI Managing Director.