Build with AI

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.

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

I focus on helping teams and leaders unlock productivity through AI enablement. At Fabletics, I’ve built dozens of trainings, workshops, and playbooks that translate emerging tools into daily impact. I’ve led executive sessions, team offsites, and one-on-one mentoring to accelerate adoption and confidence with AI. My approach is hands-on and outcome-driven, helping organizations scale new technology by equipping people to use it with clarity and intent.

I'm a technology executive with 17 years of product leadership experience, currently serving as SVP/CPO at Invisible, where I've scaled AI training and evaluation infrastructure for frontier labs including OpenAI and Google DeepMind, and built enterprise AI platforms now at $140M+ ARR. Before that, I led product at Upwork ($500M+ marketplace), Chegg ($300M → $600M+ subscription), Amazon, and Microsoft — owning $300M+ P&Ls and building global product organizations at each stage. I also stepped in as interim Head of Engineering for a 100-person team, giving me a rare vantage point across both product and technical leadership. I coach across two tracks. For senior PMs and Directors, I focus on the step up to VP or executive product leadership -- the shift in scope, influence, and strategic thinking that titles alone don't prepare you for. For CPOs and product executives already in the seat, I work on the harder stuff: org design, board-level communication, navigating ambiguity at scale, and leading product strategy when the answers aren't obvious. I coach from lived experience across every stage, startup to public company, not from a framework.

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.

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.

I've been building automation systems for companies for years — well before AI became a buzzword. What started as helping coworkers and friends streamline their workflows turned into 15+ clients across industries, all wanting the same thing: less manual work, more reliable systems. I'm not someone who discovered automation last year — this has been my craft for a long time. Last year I ranked in the top 1% of AI users globally, which is what happens when you're using these tools every single day to ship real things. I know how to actually code it out — not just vibe code a prototype that breaks in production, but build the real foundation: the data pipelines, the API integrations, the error handling that makes automation actually hold up. If you want someone who understands both the business problem and the technical execution, that's what I bring.