Jeremy Deram is an accomplished inventor based in Northbrook, Illinois. He has made significant contributions to the field of collision analysis through his innovative use of machine learning technologies. With a total of two patents to his name, Deram is recognized for his efforts to enhance the accuracy of collision detection systems.

Latest Patents

One of Jeremy Deram's latest patents focuses on a collision analysis platform that utilizes machine learning to reduce the generation of false collision outputs. This innovative computing platform applies machine learning algorithms to received data to generate a collision output. When a collision output is generated, the platform identifies the data collection location. If this location is within a predetermined radius of a known false positive collection location, the system modifies the collision output to indicate a non-collision. Conversely, if the data collection location is outside this radius, the platform computes a score using telematics data and compares it to a predetermined threshold. If the score does not exceed the threshold, the output is modified to indicate a non-collision. However, if the score exceeds the threshold, the platform affirms the collision output.

Career Highlights

Jeremy Deram is currently employed at Allstate Insurance Company, where he continues to develop innovative solutions in collision analysis. His work is instrumental in improving the reliability of collision detection systems, which is crucial for the insurance and automotive industries.

Collaborations

Some of Jeremy's notable coworkers include Venu Madhav Tammali and Kyle Patrick Schmitt. Their collaborative efforts contribute to the advancement of technology within their field.

Conclusion

Jeremy Deram's innovative work in collision analysis exemplifies the potential of machine learning to enhance safety and accuracy in collision detection systems. His contributions are paving the way for more reliable technologies in the automotive industry.