Independent AI consultant helping engineering teams and product organizations design, build, and scale AI systems that actually work in production.
From high-level strategy to hands-on implementation, engagements are scoped to match your team's needs and timeline.
Define a clear AI adoption strategy tailored to your business goals. From opportunity assessment to phased rollout plans, get a roadmap that delivers measurable value.
End-to-end development of AI-powered features — LLM integrations, RAG pipelines, agents, and automation workflows built into your existing systems.
Review your current AI investments for cost, performance, and safety. Identify gaps, reduce waste, and improve reliability of deployed models and pipelines.
Build the engineering foundations for sustainable AI: model serving, monitoring, retraining pipelines, and scalable data infrastructure on your cloud of choice.
Establish guardrails for safe, compliant, and ethical AI. Policy frameworks, bias testing, model cards, and audit trails that stand up to regulatory scrutiny.
Upskill your engineering and product teams with hands-on workshops on prompt engineering, fine-tuning, evaluation, and AI-assisted development practices.
With over a decade of experience in machine learning and applied AI, work spans early-stage startups to large enterprise engineering organizations. The focus is always the same: close the gap between promising AI experiments and production systems that deliver consistent, measurable value.
Previously led AI initiatives at companies scaling from seed to IPO, built and shipped LLM-powered products used by millions, and established responsible AI programs that satisfy enterprise security reviews.
Engagements are kept small and focused — no large consulting firms, no rotating junior staff. Every project receives direct, expert attention from day one.
Results and relationships that speak for themselves.
"The AI strategy sessions completely changed how our product team thinks about automation. We shipped our first LLM feature in six weeks instead of six months."
"Our RAG pipeline was costing us a fortune in API calls and returning mediocre results. After the audit and rebuild, accuracy improved by 40% and costs dropped by 60%."
"I was skeptical about bringing in a consultant, but the governance framework delivered is exactly what we needed to satisfy our enterprise clients' security reviews."
"The team training was practical and immediately applicable. Our developers went from being intimidated by LLMs to confidently integrating them into daily workflows."
Describe your challenge or goal and we'll set up a free 30-minute discovery call to explore whether working together makes sense.