R3-Expert Analytics, Inc.

Advanced technology solutions to serve client needs in remote sensing and geospatial science; machine learning and artificial intelligence; as well as supporting non-profit benefit activities. Providing expertise in Spectral Science, Data Analytics, and Event Management.

Overview of Activities

R3-Expert Analytics, Inc. has been involved in activities related to scientific research, implementation of algorithms and software for remote sensing applications, as well as event management for non-profit activities.

Research & Algorithm Implementation

Our spectral and data analytics research activities have investigated the effectiveness of classification, spectral identification and sub-pixel algorithms. Successful methods have been implemented in C++ and Python computer code. Methods include traditional statistical approaches, as well as neural networks.

Software Development for Remote Sensing

Software with a graphical user interface (GUI) has been developed capable of ingesting multiband and hyperspectral imagery; performing detection, classification, and sub-pixel analysis; as well as displaying imagery, spectra from databases and imagery, and algorithm results.

✓ Spectral analysis and sub-pixel analysis

✓ machine learning

✓ event management

Example Application

Detecting the extent and depth of oil spill from the Deepwater Horizon incident off the gulf coast of U.S. with hyperspectral imagery.

Color Composite of Bands 102, 144, & 174 (Red, Green, Blue). The deepest oil in the water is rendered as dark red.

Spectra shown for 2 of the 3 points selected in image. (Areas ignored because of atmospheric effects are shaded in pink)

Band 27 (selected from the available 224 bands) is shown. Bright areas render the shallow regions of oil/water mixes.

EVENT MANAGMENT

Event Management

Our event management activities have supported non-profit activities to help promote medical research and humane causes. We have promoted local music artists and provided beginning-to-end management of concerts, sometimes featuring national celebrity musicians. Net proceeds of the event are donated to charitable organizations.

Event for Medical Causes

One of our music events supported the Michael J. Fox Foundation for Parkinson’s Research dedicated medical research and helping victims of Parkinson’s diseases. The headliner for the concert was Jamie Lynn Spears (Country music artist and guest on the Grand Old Opry, leading actress on television series ‘Zoey’). Supporting local artists were Christine Rand and Lexi Peto.

Event for Female Homeless Veterans

Another one of our music events supported Final Salute, Inc (FSI), a non-profit organization. Their mission is “awareness, assistance, aspiration,” to empower women soldiers who have returned home from supporting our military and country. The headliner for this concert was Bria Kelly (NBC’s semi-finalist on “Americas Got Talent” and “The Voice.” Supporting local artists were Christine Rand and Brianna Lauren.