Build with AI

I build AI systems for small businesses and operators who are drowning in manual work. My clients aren't experimenting with AI. They're using it to run their businesses: automating accounts payable, triaging inboxes, generating daily reports, and replacing hours of repetitive tasks with tools that run themselves. Background: McKinsey-trained, built and sold software products, currently running AI consulting engagements for real estate, property managers, grocery delivery, construction, dental, and professional services companies. I've built agentic workflows, custom automation pipelines, and AI-powered internal tools that real teams use every day. Whether you're building for a team or streamlining your own work, I'll help you design and ship something that actually runs in your day-to-day.

Hello and welcome to my profile! With over a decade of experience in product management and strategic leadership, I specialize in AI-powered solutions and automation. As a Principal Product Manager at Amazon and LTK, I lead the strategy and execution for AI-driven search and discovery, leveraging my expertise from previous roles at other major companies including Intuit and Nokia. I coach founders, product managers, and operators on how to design and implement AI-powered automation and agent-based systems. This includes identifying the right workflows to automate, structuring agent architectures, integrating LLM capabilities into products, and ensuring systems are reliable and measurable. I also help teams understand how to move from simple automation to more advanced agentic workflows that can reason, take actions, and integrate with real business processes. Let's connect and explore how I can support your journey in this dynamic field!

I'm a Staff Software Engineer at LinkedIn with 7+ years building production AI systems that serve thousands of users daily. I've built AI agents, RAG pipelines, and LLM-powered products from scratch, including systems that reduced sales prep time by 70% and an AI assistant serving 3,000+ sellers. I hold multiple patents in AI/ML. I don't just teach AI concepts. I build and ship AI systems every day. I coach engineers, PMs, and builders who want to go beyond surface-level prompting and actually build with tools like Claude Code, LangChain, MCP servers, and vector databases. Whether you want to become the AI person on your team or ship your first AI-powered product, I'll help you get there with battle-tested patterns from real production systems.

I work at Microsoft leading initiatives focused on AI systems, application security, and enterprise deployment of AI driven solutions. My experience includes evaluating, securing, and advising on AI automation, agent based workflows, and AI enabled product architectures. This gives me a practical understanding of how AI automation and agents are actually implemented inside large organizations, including the technical, operational, and risk considerations that are often overlooked. I help professionals and teams design real world AI automation strategies, understand agent architectures, and identify where AI can create meaningful efficiency gains. My coaching focuses on turning AI automation concepts into usable workflows, selecting high impact use cases, navigating integration challenges, and building solutions that are secure, scalable, and aligned to business outcomes. Whether you are exploring AI agents for productivity, engineering workflows, or enterprise adoption, I provide guidance grounded in hands on experience with how these systems perform in production.

The only people qualified are the ones building. I'm building right now, staying as far to the edge of this new building era as possible. I'm working out agent fleets, Ai-enabled/run automations, agentic workflows, agentic product development (at every stage), the whole thing. Specifically expert in process development, ethical/safeguarded/private AI, B2B services, and client communication.

I help professionals and teams improve productivity by designing smart, automated workflows that reduce manual work and eliminate inefficiencies. With hands-on experience using tools like n8n, Make, Zapier, and Airtable, I build systems that streamline daily operations, improve collaboration, and save valuable time. Through real-world projects across e-commerce, agencies, healthcare, and coaching businesses, I’ve helped clients save 15+ hours per week, improve follow-ups by 40%, and cut administrative tasks by up to 50%. I focus on practical, easy-to-use solutions that fit existing workflows and grow with your organization.

I have successfully led my startup, ConciergeBot, building AI agents for hospitality and small business over SMS and WhatsApp, since 2018, generating revenue since 2020. As a technical founder who coded my own MVP, I am at the forefront of agentic AI technology and automation. Happy to speak to anyone seeking guidance and education on being successful in this space.

As an ex- AI Product Leader at RBC I helped create several internal AI Agents to transform the developer experience. Currently as part of my AI Agency and startup, I help companies and individuals create agents and simple automations that transform their workflows

Most people teaching AI agents right now learned it six months ago and turned it into a course. I'm not that person. I'm currently building two AI ventures simultaneously — a stealth cybersecurity startup focused on agentic AI behaviour, and Arctic Owl, an AI and B2B SaaS design studio where I build production AI agents for real clients with real workflows. Not demos. Not proofs of concept. Systems that actually run. I founded the Claude Builder Club, a 300+ person community of developers and founders building with AI, and I've shipped everything from autonomous prospecting agents that find and qualify leads without human intervention, to social intelligence pipelines that scrape and synthesize signals across Reddit, LinkedIn, TikTok, and YouTube. I do this work every single day. What I bring to this category that nobody else can: I combine the systems thinking of a Senior TPM who built infrastructure at Google DeepMind — where I designed frameworks for AI clusters that influenced over $100M in capital decisions — with the hands-on founder experience of someone who is actively in the market figuring out what agentic AI can actually do right now. I know how to build agents, how to architect the systems around them, and how to help you think through what's actually worth automating versus what sounds good in theory but breaks in production. If you want to build AI agents that work — for your business, your career, or your clients — I can show you exactly how.

Welcome to my profile! With a robust background in M&A and corporate finance, I bring a wealth of experience in strategic execution and value creation to the AI, automation, and agents space. As a Vice President at Azurest Partners, I've led complex transactions and implemented innovative strategies that have driven significant EBITDA uplift and enterprise value growth. My experience spans across various industries, including digital health and cybersecurity, where I've successfully managed acquisitions and strategic expansions. I am passionate about leveraging AI and automation to optimize business processes and enhance decision-making. Let's connect to explore how I can help you harness the power of AI and automation to achieve your strategic goals.