Work with Win
AI Strategy & Transformation: Start-to-Finish
Starting at
$2,475
Grow Your Business with AI
Starting at
$1,306.25
About
I build with AI, and I coach people to do the same. On my own, I built NutriPlan, an AI meal planning app, solo and full-stack. I grew it to 4,000+ organic users with 60% week-2 retention. I also shipped WalkMap, a street-exploration app, to the App Store, and I run a personal AI agent every day for real work. By day, I'm a Product BizOps Manager at LinkedIn. I work on product strategy and operations, and I spend part of my time on hands-on product projects, including a 0-to-1 GenAI product. I also built the Claude Code workflows my team uses. Before LinkedIn, I spent three years on the investment team for UVA's $15B endowment. I've coached for several years, with a 5.0 rating across 23 Leland reviews. Clients have landed at Google, AWS, Bain, Deloitte, and LinkedIn. I work with career switchers, with operators and analysts who want AI to do real work, and with non-technical people who want to ship something. Sessions are hands-on. We work on your actual problem, and you leave with something that works and a plan for what's next.
Win also coaches for Build with AI, Break Into AI Careers, AI for Data & Analytics, and AI for Product Development. View all.
Win’s AI Services Qualifications
Coaches professionally
Experience level: Director
AI Certified
Completed Level 1 of Leland’s AI Builder Program
Win has helped clients get into these companies:
If your team loses hours every week to the same reports, inbox sorting, data pulls, or follow-ups, I'll build the automation that takes it over. This is for small business owners, solo operators, and team leads who want the work done, not a course. Each engagement is a scoped project with a fixed deliverable. First we find the one workflow costing you the most time. Then I build it with you or for you, and we measure success in hours returned. Examples of what I build: - a monitor that tracks a market and sends you a daily summary - inbox triage that sorts messages and drafts replies - a recurring report that refreshes itself I built versions of these for my own team at LinkedIn, and I run my own AI agent daily. I build with Claude Code and n8n, and I work inside what your team already uses, including Microsoft Copilot, ChatGPT Enterprise, and Gemini. You'll leave with: - a working automation - documentation your team can follow - a short list of the next workflows worth automating
Win can help with:
AI Agents
AI Automation
AI Insights Dashboard
AI Product Innovation
AI Roadmap Development
AI Strategy
AI Tools & Integration
Freelancing
Team AI Upskilling
Why do I coach?
I coach because it's a way to give back. I was a first generation college student coming from a family of small business owners, and therefore had no connections or help when it came to embarking on my career journey. I understand how difficult career progression can be when you don't have access to these resources, so I want to be able to share my own expertise with others to ease that burden.
Work Experience
Product BizOps Manager
May 2022 - Present
Product strategy and operations. Part of my time goes to hands-on product projects, including a 0-to-1 GenAI product. I built Claude Code workflows my team uses for monitoring, inbox triage, and refreshing strategy docs.
Investment Associate
University of Virginia
July 2019 - April 2022
Admissions Committee
• Invested UVA’s $15 billion endowment across 7 asset classes, performing new investment diligence and refining the existing portfolio • Collaborated with senior team members to craft diligence plans, perform analyses, establish data-driven investment theses, and bring recommendations to committee • Analyzed 50+ existing investments, evaluating underlying positions of each fund, changes in investment approach, and broader macroeconomic shifts affecting them • Performed top-down market research to develop UVIMCO’s strategic plans for new subsector investments
Sales and Trading Analyst
Nasdaq
June 2018 - August 2018
• Crafted Board of Directors strategy materials via collaboration with US and Swiss Heads of Market Services, detailing strategic positioning and shifting market dynamics with a focus on international expansion • Constructed analysis on market trends, competitor positioning, and customer needs within the US and European FICC markets, synthesizing it into formal reports for senior leadership • Partnered with the Options Industry Council to develop an educational options webinar teaching investors how to hedge using financial derivatives; ~2,000 investors streamed in 2018
Win was also given offers to work at
DoorDash
Instacart
Education
McIntire School of Commerce - University of Virginia
Bachelors, Concentrations in Finance and Management, Track in Real Estate
2015 - 2019
Grade: GPA - 3.9
Win was also personally admitted to
College of William and Mary
James Madison University
Virginia Polytechnic Institute and State University
Virginia Commonwealth University
5.0 average review
23 reviews
Overall rating
Win has helped clients get into these companies:
AI Strategy & Transformation: Start-to-Finish
Starting at
$2,475
Grow Your Business with AI
Starting at
$1,306.25
Win also coaches for Build with AI, Break Into AI Careers, AI for Data & Analytics, AI for Product Development, Business Operations & Strategy, Business Analytics & Intelligence, Career Coaching, and Communication & Public Speaking. View all.