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Alina Xuan Wang

AI product builder in San Francisco. Solutions architect at AirOps.

Experience

AI Solutions Architect, AirOps

Mar 2026 to present

Series B AI content and workflow platform. Sole technical advisor to a portfolio of enterprise accounts.

  • Own a $1M portfolio of 7 enterprise accounts (Asana, Grammarly, Webflow, Capital One, Vapi) as sole technical advisor from discovery through deployment and expansion, sustaining zero churn while closing $120K in upsell and winning 2 competitive rip and replace displacements.
  • Designed LLM as judge evaluations to settle an output quality dispute with a churning account, scoring 10+ paired samples against direct Claude output across answer engine optimization, SEO practice and brand tone adherence. The evidence retained the account.
  • Shipped a Claude based QA agent that scores draft content against criteria derived from live client feedback, catching feedback drift before delivery. Adopted by the full 20+ person solutions team.
  • Architected multi market LLM content pipelines for Asana, scaling coverage from 4 to 13 languages, and ran architecture audits that cut LLM calls by about 43% and token spend by about 50%. Published as a customer case study.
  • Presented platform architecture and account audits directly to the CMOs of Webflow and Asana. The Webflow walkthrough stabilized an at risk account and drove a roughly 50% increase in use cases and token consumption, and the Asana audit won CMO sponsorship.

Technical Consultant, Ernst & Young

Oct 2023 to Mar 2026

AI product, adoption and enterprise implementations across Fortune 100 client and internal engagements in 50+ countries.

Microsoft, Finance Engineering

Jul 2025 to Mar 2026
  • Built an engineering intelligence platform ingesting Azure DevOps and GitHub data to surface real time development velocity and bottleneck insights, scaling from pilot to 200+ users across the engineering organization.
  • Authored the PRD for an end to end SDLC AI agent that drove 30% faster backlog creation across 12 engineering teams.
  • Ran an AI maturity assessment across finance organizations and built ROI models for AI tool investments, informing a $25M budget allocation.

Change Impact AI Agent

Nov 2024 to Mar 2025
  • Secured $500K investment from national leadership by pitching an AI change impact agent forecasting 50% consultant time savings and new GTM revenue streams.
  • Defined product vision, prioritized MVP features and authored the PRD through cross functional workshops with UX and engineering.
  • Analyzed 5K+ historical change impact artifacts and ran 12 user interviews, driving build to UAT with 40 pilot users and converting feedback into three production enhancements.

EY.ai Global Adoption Dashboard & AI Agent

Mar 2025 to Jun 2025
  • Launched an AI adoption dashboard visualizing activities, timelines and owners across 50+ countries (3.1K views, 4.8/5 usefulness), eliminating 85% of manual reporting via Power Automate.
  • Built a SharePoint knowledge hub and developed an AI knowledge agent over project artifacts.
  • Facilitated quarterly forums for 40 regional AI leads and mined portal analytics to surface high ROI practices, shaping a $2M FY25 investment decision.

SAP Fiori & Copilot implementation, Fortune 100 utility client

Oct 2023 to Nov 2024
  • Packaged 30+ micro guides and training that cut ramp up time by 50% for 2,000+ users. Trained 40+ super users ahead of UAT with a 4.75/5 satisfaction score.
  • Led a team of 8 to scale the service line AI webcast by 40% to 300+ active attendees and doubled newsletter open rate to 44%.
  • Architected a first of its kind gamified Copilot adoption program for 10K consultants across 50+ countries.

Projects

Cofounder & Product Lead, OrgVista

May 2025 to Nov 2025

AI proposal and RFP review tool for consulting.

  • Built and shipped an AI RFP review tool that grew to 80+ users and 9 design partners through inbound and LinkedIn outbound. Ran 30+ user interviews to validate pain points and define the roadmap.
  • Led the MVP on a RAG pipeline over OpenAI's vector store, delivering 0.87 Precision@5 retrieval over 10K+ emails.

Verse

Live site

Strava for reading. Track what you read, keep a streak, see what friends are on.

Skills

AI & evaluation

LLM as judge evals, prompt engineering, RAG, model selection and trade offs, MCP, agent design, Python, SQL

Product & delivery

PRD, product discovery, roadmapping, discovery to deployment, enterprise stakeholder management, OKRs

Tools

Azure DevOps, GitHub, Power BI, Cursor, Figma, Supabase, TypeScript

Education

University of Washington

GPA 3.9 / 4.0

Dual degrees in data science and psychology.

Interests: triathlon (Ironman finisher, USAT Nationals qualifier), certified ski instructor (PSIA), classically trained Chinese musician, meditation.