I bridge cutting‑edge AI research with high‑scale production systems. From LLMs to computer vision and voice, I partner with teams to design, evaluate, and ship AI that is correct, safe, and intuitive.
Bridge‑builder between research, product, and production AI.
Over more than a decade across startups and global companies, I’ve led teams building AI systems in computer vision, conversational AI, and generative models. My focus is on making advanced AI systems behave predictably in the messy constraints of real products: latency, cost, safety, compliance, and user trust.
I enjoy working with founders, product leaders, and technical teams who care about both rigor and velocity—turning ambiguous problems into clear system designs and measurable outcomes.
A track record from early prototypes to production platforms.
Ways we can work together.
Clarify where AI truly moves the needle in your product, and design a roadmap that balances ambition with feasibility, risk, and time‑to‑value.
Review or co‑design the architecture of LLM‑powered and multi‑modal systems, from data pipelines and evaluation to safety, observability, and scaling.
Move from slideware to working prototypes: low‑latency chat experiences, AI copilots, or model‑driven products that your team can iterate on.
Help technical and product leaders set up the right structures for AI work: roles, processes, and culture that sustain velocity without sacrificing rigor.
From research prototypes to production platforms.
Team leadership, mentoring, and cross‑functional collaboration across engineering, research, and business.
Broad experience across conversational AI, LLMs, computer vision, and audio models.
Hands‑on with modern AI tooling and infrastructure at scale.
Tell me about your team, product, and where AI fits.
For advisory, collaboration, or speaking inquiries, reach out using the details below. Briefly describe your context and what you’d like to explore.