Offered by Win M.

Joined July 2024

I build agents & automations that give you back 10+ hrs a week

WHO I AM AI Product Strategist at LinkedIn, where I routinely built AI automations to help our business perform better at scale and give the team hours back. Outside of that role I build and ship independently: six apps published to the App Store, multiple autonomous agent systems, and a set of production automations I run every day. I've done this work for my own team at LinkedIn and for 50+ clients on the side. WHAT I BUILD -Email and inbox agents that draft, sort, and route based on your rules -Research and reporting agents that replace a recurring manual pull (competitor monitoring, weekly status, market scans) -Internal workflow rebuilds — the process your team does by hand every week, running on its own -Custom internal tools and apps when off-the-shelf doesn't fit HOW I WORK Engagements are scoped as projects with a fixed deliverable, not open-ended hourly sessions. We start with a 30-minute scoping call to define the workflow and the target hours saved. I build it, we test it together in your environment, and I hand off documentation so you can run and modify it without me. Hourly is available, but most people get more out of a package. TOOLS Claude Code, N8N, Microsoft Copilot, ChatGPT Enterprise, Gemini. I'll work inside your existing stack and security constraints rather than asking you to adopt something new. WHAT SUCCESS LOOKS LIKE You finish with something running, not notes from a lesson. Every engagement is measured in hours returned per week. If you can tell me the thing you do every week that you wish you didn't, that's usually the first project.