AI model architecture evaluation, circuit architectures, architecture and validation testing framework, design exploration, physical thermal and circuit-to-system modeling, managing technical milestones, chip and substrate model iterative fine-tuning, training inference implementation, silicon chip design, transistor-level design, analog frontend circuit and sensor modeling, EDA Tools, end-to-end system modeling exploration, data gathering and preparation

IC design, intelligent silicon platforms, Chip Design, digital sub-systems, Problem-solving, analytical, circuit techniques, ultra-low power always-on