Becky Soltanian, PhD's Linkedin Analytics

• End-to-end AI/robotic for autonomous driving/robotic including HD-map, perception, localization, prediction and planning. • 5+ years of experience in detection/estimation algorithms for AD/ADAS sensors (GPS, LiDAR, and Ultrasonic) for self-driving vehicles with ten patent. • Supervised/unsupervised learning, Generative AI, Neural network, LLM, Deep learning, Support Vector Machines, Clustering, Principal component analysis, Recommender Systems • 10+ years of experience in Digital Signal Processing, algorithm design and system modeling in Communications and optical Systems • Experience in design and implementation of machine learning and data science algorithms (supervised and unsupervised). • Strong analytical, mathematical, and problem solving skills • Solid knowledge of design and verification of Digital Filters, multirate and statistical signal processing. • Good knowledge of Spectrum sensing methods (applied to cognitive radios), indoor positioning techniques (DOA, AOA, ...) • Programming skills (Python, C++, Matlab/Octave, R) • Experienced in programming and working w/ TI DSP and Arduino.