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Proven developer of cutting-edge real-time systems in the areas of Machine Learning, Deep Neural Networks, Computer Vision, Embedded Systems, Inertial Navigation, GPS-Challenged Navigation, Personal Navigation, Sensor Fusion, Kalman Filtering, Sensor Modeling, and 3D positioning. Recognized as a self-motivated and tenacious professional with a drive to create the best systems possible, in an efficient and robust way.
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Principal Machine Learning Software EngineerApple Apr 2024 - PresentCupertino, California, Us -
Senior Machine Learning Software EngineerApple Jan 2020 - Apr 2024Cupertino, California, Us -
Product EngineerXnor.Ai Apr 2019 - Jan 2020Seattle, Washington, UsBuilding performant multi-object tracking technology for challenging datasets. -
Senior Software EngineerSynapse Product Development Jan 2019 - Mar 2019San Francisco, Ca, Us -
Software Engineering Tech LeadSynapse Product Development Aug 2016 - Jan 2019San Francisco, Ca, UsWorking with Valve and partners to develop VR tracking technology and products. -
Senior Research EngineerNorthrop Grumman Corporation Nov 2007 - Aug 2016Falls Church, Va, UsAs a senior research engineer at Northrop Grumman I had the opportunity to wear many different hats.Wearing my principal investigator hat I built a machine vision-based navigation and image geo-registration system for airborne platforms. I managed all technical aspects of the project, helped develop and integrate the core algorithms, directed the efforts of subordinates and subcontractors, prepared and delivered technical progress and risk assessment reports, and worked with the gov't customer to design capability demonstrations to attract new opportunities.Wearing my lead software engineer hat I developed a post-processing navigation system in which vision-based motion estimates were fused in a Kalman filter framework. I developed a real-time personal navigation system that operated without GPS, and also developed a Kalman smoothing filter to post-process the navigation data to achieve a high degree of accuracy. I designed and implemented a plug-and-play system architecture enabling sensor and algorithm interface abstraction for use in building modular and cost-effective navigation systems.Wearing my lead system engineer hat I worked with subcontractors to define software and hardware interface specifications for real-time data exchange. I also designed prototype brassboard systems for customer demonstrations and wrote system/sub-system requirements specification documents.Wearing my lab manager hat I created a research and development lab to suit the needs and requirements of a multitude of customer and internal projects. I worked with facilities to get the necessary electrical and RF signal interfaces wired, and I coordinated with auditing bodies to ensure compliance with all applicable corporate policies.Wearing my mentoring hat I have introduced junior engineers to navigation fundamentals, complex software systems, real-time software, modular software, and the need to comply with and maintain existing software. -
Research EngineerNorthrop Grumman Corporation Jun 2005 - Nov 2007Falls Church, Va, UsI conducted research for IR&D project into extracting novel navigation information from human-worn IMU, resulting in a patent award ("System and method for tracking a moving person"). I also developed software (navigation algorithms, sensor interface, and test interface) in C/C++ for prototype personal navigation system and helped perform system acceptance testing.
Steve Berardi Skills
Steve Berardi Education Details
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University Of Southern CaliforniaElectrical Engineering -
CaltechElectrical And Computer Engineering
Frequently Asked Questions about Steve Berardi
What company does Steve Berardi work for?
Steve Berardi works for Apple
What is Steve Berardi's role at the current company?
Steve Berardi's current role is AI / ML at Apple.
What is Steve Berardi's email address?
Steve Berardi's email address is st****@****pse.com
What schools did Steve Berardi attend?
Steve Berardi attended University Of Southern California, Caltech.
What are some of Steve Berardi's interests?
Steve Berardi has interest in Artificial Intelligence, Utramarathons, Human Rights, Uavs, Education, Environment, Green Engineering, Triathlons, Being Hands On, Space.
What skills is Steve Berardi known for?
Steve Berardi has skills like Matlab, Software Engineering, Systems Engineering, Embedded Systems, Aerospace, System Architecture, Algorithms, Engineering, Simulations, Signal Processing, Sensors, Embedded Software.
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