About

    I sit at the intersection of AI, data, operations and healthcare.

    That mix matters. It means I can move from business problem to data model, from user workflow to AI architecture, and from prototype to operational reality without treating each step as a separate universe.

    Work with me LinkedIn profile

    AI

    RAG, LLM apps, agents, evaluation, prompting

    Data

    BI, KPI systems, analytics, forecasting, decision support

    Operations

    Process design, performance systems, automation, scaling

    Healthcare

    Pharmacy, clinical workflows, education, wellness

    Product

    MVPs, UX, architecture, validation, cloud delivery

    Enablement

    Workshops, courses, community, practical adoption

    The operating story

    Different disciplines. One way of thinking.

    My work is less about collecting titles and more about combining perspectives that make AI systems safer, more usable and more commercially relevant.

    01

    Pharmacy gave me the domain.

    Clinical pharmacy trained me to respect evidence, risk, human context and the difference between a useful answer and a dangerous shortcut.

    02

    Operations gave me the systems lens.

    Running performance and service environments taught me that the best idea still fails when process, incentives, ownership and measurement are wrong.

    03

    Data gave me the feedback loop.

    Analytics and BI turned intuition into observable behavior — what changed, where it changed and whether the system actually improved.

    04

    AI connected the pieces.

    AI became most valuable when treated as a component inside a reliable product and workflow, not as the product story by itself.

    Professional focus

    AI Solutions Architect · Senior Data Strategist

    I design systems that connect strategic goals to product behavior: copilots, workflow tools, automation, analytics, healthcare technology and team enablement.

    Domain foundation

    Pharmacist · Healthcare operator

    Healthcare remains a core domain because it forces product decisions to respect evidence, safety, communication and professional accountability.

    Speaking & training

    Practical sessions for teams that want to use AI tomorrow morning.

    Healthcare, pharmacy, operations, data, productivity and AI adoption — with tools, workflows and live examples rather than abstract trend slides.

    Invite me to speak