Algorithm Scientist and Physicist applying robust mathematical solutions to both stochastic and deterministic signal data models. Activity includes anomaly "target" detection based on agnostic machine learning synthesis, image processing, real-time sensor signal processing, and classification using novel feature extraction methods.
Approaches to software prototype design incorporate successive likelihood target detection, multi-hypothesis object tracking and statistical validation of parameter synthesis. Domain expertise includes sensor fusion, artificial intelligence, neural networks, identification algorithms, statistical detection theory, information theory, and adaptive pattern recognition.
Application areas include "blackbox" software sub-systems, sensor fusion security and fraud event detection, AI and inference based prediction algorithms, human detection, business model simulations, face recognition, voice recognition, sound artifact recognition, biomedical signature characterization (fluid flow, respiration, apnea, transfer functions, heart rate, snoring); modality prediction, turbulence, second-order gradient analysis, equity forecasting, scheduling (NP and fuzzy logic), PCA, multi-hypothesis inference synthesis, time series analysis; synthesis of adaptive scenarios, detection sub-systems, econometric modeling; physics based modalities, anomalous sensor detection, image processing, accelerometer, radar signal processing, demodulation, telemetry, neutron detection, radioactive isotope identification, sensor fusion, target tracking (Kalman, multi-hypothesis, unscented), automated data mining (Internet spider tool development), marketing statistics, genetic algorithms, neural networks, software development, business venture metrics generation, multi-tier HTML parsing, general data feature extraction.
Develops prototype emulation of mathematical concept models to subsystem for developers. Expertise in decision theory, DSP algorithms, peak detectors, anomalous detection (acoustics and RF), demodulation signal processing, audio analysis, telemetry processing, pattern recognition, adaptive signal processing strategies, ballistic missile tracking (Kalman and multi-hypothesis), image processing clutter signal processing, K-means clustering, optical deconvolution, image segmentation, anti-jamming radar, interference cancellation communications signal processing, dye laser optics, explosive detection image processing, micro bolometer FPA image processing, CCD camera image stabilization, gamma/neutron nuclear detection, X-ray backscatter signal processing, multi-sensor overlap projection modeling, DF processing. Proficient in statistical simulation model development and rapid prototyping in high-level languages.
Strong proposal writing skills including business, SBIR, and technical white paper development. Technology trade study experience (commercial product development).
"The real essence of work is concentrated energy"