As an inventor, I hold a patent application for a novel hardware-driven low-dimensional numerical representation and published research on the Gole Number System. I actively promote responsible AI development, model transparency, and ethical deployment practices. Today, I partner with organizations to adopt Generative AI responsibly and effectively—through consulting, architecture design, and hands-on workshops. I’m passionate about building inclusive, innovation-driven AI teams and mentoring the next generation of AI practitioners.