end-to-end system modeling, AI model architecture evaluation, silicon chip design, transistor-level design, circuit architectures, EDA Tools, physical thermal and circuit-to-system modeling, analog frontend circuit and sensor modeling, chip and substrate model iterative fine-tuning, data gathering and preparation