💳 Introducing Flexible P|
    AI Advisory

    Your AI product doesn't needmore code or features.It needs the right technical direction.the right technical direction., clearer product decisions., an AI workflow you can evaluate., guardrails before launch, not after.

    Strategic and technical guidance for every stage of building an AI product — from idea refinement and architecture planning to responsible AI implementation and launch readiness.

    Apply for AI Advisory
    See how we work together

    Tell me what you are building, where you are stuck, and what support you need. Qualified applicants receive the next available options.

    50+

    Products shipped

    40+

    Founders advised

    15+

    Years in data & AI

    Choose how we work

    How We'll Work Together

    Three ways to move forward. Same framework behind all of them — the difference is how close I am while you build.

    AI Build Independently

    AI Starter LaunchKit

    For builders who want the structure but will implement independently.

    Get the AI Starter LaunchKit, engineering standards, templates, and step-by-step implementation guides so you can confidently build your AI product on your own.

    Get the Free Starter LaunchKit

    AI Build With Guidance

    Builders Lab

    For builders actively creating an AI product who want feedback and accountability while they build.

    Join a small advisory cohort where I'll review your product decisions, architecture, AI workflows, and implementation as you build.

    Explore the AI Builders Lab

    1:1 AI Build With Dedicated Advisory

    AI Advisory

    For founders or professionals making important product, engineering, and AI decisions.

    Work directly with me as your Technical AI Advisor to help you make better product, engineering, and AI decisions from idea to launch.

    Apply for an Advisory Clarity Call

    Fit first

    Who This Is For

    This advisory is for you if:

    • You have an AI product idea but need help defining the right MVP
    • You are actively building and need stronger product or technical direction
    • You are working with a developer, agency, or AI builder and want an independent review
    • You need help choosing an AI workflow, model, architecture, or responsible-AI approach
    • You are preparing to launch and want to identify gaps before users arrive
    • You want strategic and technical guidance without handing over ownership of your product

    This is not the right fit if:

    • You want someone to build the entire product for you
    • You only need a quick tool recommendation
    • You are looking for free ongoing consulting
    • You have no intention of validating or implementing the recommendations
    • You want guaranteed business, funding, or revenue outcomes

    Why Work With Me?

    Whether you're building your first AI application or launching your next startup, the technical decisions you make early can determine how easy your product is to scale, secure, and improve later.

    I've spent my career helping teams solve complex technology problems—from leading data and AI initiatives at Google to serving as an AI Engineering Lead and building AI products myself.

    Today, I help professionals and founders make those same decisions with confidence.

    The framework

    Every Great AI Product Follows a Journey

    1. Idea Validation

      Pressure-test the problem before a single line of code.

    2. Product Planning

      Scope the smallest version that proves real value.

    3. Architecture

      Choose a stack that scales instead of one you rebuild.

    4. AI Workflow Design

      Design the reasoning, retrieval, and agent flow.

    5. Responsible AI

      Guardrails, privacy, and governance implemented early.

    6. Evaluation

      Define what 'good output' means — and measure it.

    7. Testing

      Break it deliberately before your users do.

    8. Deployment

      Ship with cost, latency, and reliability under control.

    9. Launch

      Launch readiness across product, technical, and trust.

    10. Continuous Improvement

      Learn from real usage and improve on a cadence.

    I help guide you through each stage.

    Proof, not pitch

    Here's how I applied the same framework to products I've built.

    AI data workflow product

    QueryFlo

    Validated the problem with real analysts, designed the AI workflow and evaluation loop, then shipped with guardrails and cost controls in place — the same framework, applied end to end.

    View QueryFlo
    AI interview preparation product

    InterviewFlo

    Scoped to one painful moment in the job search, architected for fast iteration, and improved continuously from real user sessions rather than assumptions.

    View InterviewFlo

    Investment

    Advisory engagements begin at $1,500

    Final scope is set after we talk. Here's the ladder so you know what to expect before you apply.

    Step one

    Clarity Call

    30 minutes

    • Focused review of one product challenge
    • Written decision summary and next-step recommendations
    • Fee, where applicable, can be credited toward a larger engagement
    Step two

    Ongoing Advisory

    Starting at $1,500

    • Scoped after the clarity call
    • Priced on stage, complexity, and support needed
    • Strategic and technical direction without handing over your product

    Application

    Apply for a Clarity Session

    Tell me what you are building, where you are stuck, and what support you need. Qualified applicants will receive the next available options.

    Takes about 3 minutes. No payment required to apply.

    What happens next

    1. 1Submit your application
    2. 2I review your product, stage, and support needs
    3. 3Qualified applicants receive the appropriate next step
    4. 4You may be directed to the Starter LaunchKit, Builders Lab, a paid Clarity Session, or ongoing advisory

    Let's map your next technical decision.

    One session to understand where you are in the journey — and what to do next.

    Apply for a Clarity Session
    eLearning Platform

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