At APX Instinct, I design and facilitate AI enablement seminars and audit and integrate AI tools for solo operators and small businesses. My independent research explores frontier AI capabilities, limitations, and alignment, and has led to agent architectures, context engineering systems, and evaluation methods.
As Principal Consultant at BMConsult.io, I developed brand storytelling, product design, and market strategy across industries. I built and oversaw client training programs and ran campaigns end to end, including the launch of a cannabinoid product through regulatory work, brand development, and distribution.
My projects include an AI music composer that creates instrumentals and renders them to MIDI, stems, and MP3, and a continual learning AI architecture that grows without pretraining. I also developed an AI-assisted field reporting system that reduced reporting time by 80%.

