Jerry Burman
Westlake Village, CA 91362
818-***-**** (C)
818-***-**** (O); acvo93@r.postjobfree.com
Capability Highlights:
Big Data, Machine Learning, Artificial Intelligence
Analytics, Predictive Analytics, Deep Learning
Advanced Technology Prototypes/Marketing Support
System Analysis, Development and Architecture Design
Signal/Image Processing and Pattern Recognition/Computer Vision
Applied Mathematics, Statistics and Probability Analysis
Autonomous Systems
Communication Systems and Networks
Sensors including EO/IR, Millimeter Wave, SAR, LIDAR, Acoustic and Spectral
Marketing, Proposals, Project Management and Academic Networking
Computer Skills:
Hands on experience with a wide range of commercial and custom computing platforms
Real time operating systems and standard OS (Linux/Windows)
Hardware and high speed processing
FPGA and embedded systems
Parallel processing systems
ISO/CMMI/SEI
Programming: MatLab/Simulink/R/Python/C
WORK EXPERIENCE:
Deloitte Advisory June, 2014 to
Present
Specialist/Technical Manager
Responsible for innovating solutions to complex client problems in cyber security and data science; developed algorithms for email campaign detection and anti-phishing applications; developed IT risk management model using Gaussian Process Regression and Monte Carlo simulation for statistical aggregation of disparate risk estimates; developed expected loss models from aggregated distribution and cost variates; built machine learning models to predict improvements in external ratings (e.g. Yelp) from internal survey data to improve retail company operations; designed machine learning system to detect malicious activity in highly unstructured text to predict potential cyber related events.
Intelligent Recognition Systems, Inc.
April, 2012 to
Senior Research Scientist/Program Manager
Responsible for innovating solutions to complex system problems, signal processing, systems design and development; systems analysis, machine learning, architectural design, trade studies, algorithm design, proposal preparation and support for demonstration/marketing units applied to remote sensing, social media, imaging, communication systems, sensor networks, controls, autonomous systems, computer vision for underwater and terrestrial applications; expert on the application of bio-inspired and AI methods for problem solving; consultant to local companies.
Teledyne Scientific Company
Senior Research Scientist
Managed and grew team of staff scientists and researchers in support of advanced systems, networks, communications, information fusion, image/signal processing, remote sensing and autonomous systems (networked UAV’s and sensor networks); provide systems level expertise to integrate emerging technologies into practical solutions for commercial and government applications; manage multiple teams of researchers engaged in the development of signal processing and pattern recognition algorithms, sensor/data fusion and systems analysis; managed over $3M in programs ranging from strategic partner initiatives, to ONR, DARPA, AFRL, ARO and USAF programs; application areas include technology for the dismounted soldier, sensor networks involving acoustic, electro-optic, RF surveillance, MEMS related applications, LIDAR, autonomous/robotic systems, image processing algorithms using bio-inspired and compressive sensing methods, information/sensor fusion and support for intelligence processing; actively participating in marketing, conferences and trade shows; manage budgets, schedules and development of high level architectures and demonstration hardware for multiple projects and activities; support patent disclosures and technical interchanges.
GENERAL DYNAMICS ADVANCED INFORMATION SYSTEMS
IR&D MANAGER
Developed and managed a 5-person team responsible for the implementation of a wireless high-speed client-server system for processing intelligence data; development of geographical information systems using GPS data and personnel tracking; performed project management, systems and architecture design, software/systems development and marketing in support of multiple strategic partner (Boeing and Rockwell Collins) programs.
SENIOR SCIENTIST
Performed systems analysis, architecture design and developed software algorithms used for processing intelligence data (multi/hyper/ultra-spectral imagery) and geospatial information; supported a number of programs involved with remote sensing technologies and data processing; performed sensor analysis involving radar cross-section, IF and I/Q processing, swept frequency, target metrics, phenomenology, super-resolution processing, ultrasonic and atmospheric effects.
March 2005 to April, 2012
GENERAL MOTORS HUGHES ELECTRONICS
TECHNICAL DIRECTOR/SENIOR SCIENTIST
Worked on a range of DoD related programs involved with missile applications; programs included IR Maverick Imaging System, LEAP, GBI, THAAD, classified millimeter wave program and related SAR and ISAR programs; development of GPS guidance systems for smart bombs; lead designer for video tracking systems; developed scene registration and matching software algorithms as well as target recognition algorithms using artificial intelligence and generalized pattern recognition techniques; worked with a range of sensor technologies including infrared, millimeter wave, SAR, ISAR, EO and passive synthetic aperture X band radars; conducted analysis and design of data and sensor fusion techniques; worked with dual band infrared sensor system and developed temperature estimation technique based on Kalman Filter algorithm; worked extensively with sensor design areas and performed system trade studies between target detection performance and sensor system parameters to include MTF, noise and clutter models, resolution (IFOV), field of view, sampling effects and the effects of airframe modulation/resonant frequencies coupling to gimbaled and body fixed sensor systems.
ACCOMPLISHMENTS:
Managed several programs for strategic partners at Teledyne resulting in prototype systems that demonstrated high performance capabilities that met or exceeded customer expectations
Responsible for preparing and winning $2.1M proposal to Army Research Office on bio-inspired autonomous system
Demonstrated rugged handheld communication device for situation awareness for special forces in the field with global reach that operates securely 24/7 in harsh environments
Successful implementation and demonstration of a real time COTS 48-processor high-speed client-server system used for hyperspectral imagery exploitation
Assisted in winning a $500K contract with NIMA to develop a system for processing imagery data
Won several contracts valued at $2M+ with US Postal Service and commercial companies for high-speed processing of document information
Supported over a dozen successful missile programs that brought in hundreds of millions of dollars of revenue for General Motors Hughes Electronics; developed and demonstrated advanced technologies that helped win and maintain programs
Responsible for multiple SBIR contract wins valued at over $1M
Seven patents involving systems and process technologies; numerous conference papers and company awards for successful technology development and program participation.
EDUCATION:
PhD Program, Engineering Economic Systems, Stanford University
MS Systems Science Engineering, UCLA
MA Mathematics, UCLA
BA Mathematics/Physics, UCLA, Phi Beta Kappa, Magna Cum Laude
Company Training Courses
Eagle Training; management and marketing
ISO-9001/CMMI/SEI Level V Training
Numerous technical courses at GM Hughes Electronics on digital signal processing,
computer vision and management; taught courses at UCLA and Hughes in digital signal processing.
CLEARANCE: Prior TS/SCI/SBI (2002), current collateral secret