Qili Y.
Tech Consultant & AI Practitioner | Building Smarter Workflows and Data-Driven Strategies for Global Enterprises
- Role
- Senior Consultant at Unify Consulting
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Qili Y.
Seasoned data and analytics leader with over 15 years of experience architecting enterprise-scale data platforms and automation systems across global organizations including Google, Microsoft, and Amazon. I specialize in transforming complex, manual data workflows into AI-powered, automated analytics ecosystems that improve data reliability, accelerate insights, and enable smarter decision-making. I bridge the gap between engineering and business strategy—helping organizations turn data into an engine for growth.Whether mentoring analytics teams, designing scalable GTM and finance data models, or implementing rigorous data quality and governance frameworks, I lead with a balance of technical depth and strategic clarity.
Experience
Senior Consultant
Sep 2019 — Present
ExperienceUnify Consulting — Senior Data & Analytics LeaderSeattle, WA | Aug 2018 – PresentClients: Google · Microsoft · Amazon · Brooks Running · F5 Networks · ZoomLead enterprise-scale data and analytics programs across multiple Fortune 500 clients, focusing on automation, governance, and data reliability. Partner with business, engineering, and product stakeholders to modernize data ecosystems, streamline GTM and sales processes, and enable AI-driven insights.Key Achievements:Automation & AI Frameworks: Designed SQL- and Python-based automation pipelines and AI validation frameworks that reduced manual reporting effort by 90% and improved testing efficiency by 80%.CRM & GTM Data Optimization: Enhanced Salesforce and marketing-data workflows at Microsoft, improving lead routing accuracy and seller productivity by 20%.Enterprise Data Architecture: Led AWS-to-Snowflake migration for Brooks Running, boosting analytic performance by 40% and ensuring seamless stakeholder adoption.Governance & Reliability: Built centralized data-quality dashboards, SOP libraries, and UAT frameworks to standardize governance and increase system reliability by 30%+.Cross-Functional Delivery: Partnered with product, RevOps, and finance teams to define sprints, KPIs, and data models that aligned analytics delivery with measurable business outcomes.Stakeholder Impact: Enabled executives and sales leaders at Google, F5, and Zoom to make faster, data-driven decisions through scalable dashboards and process automation.Tech Stack: Snowflake · SQL · Python · Salesforce · PLX · Power BI · Azure DevOps · GitHub
Education
Donghua University
Bachelor
2001 — 2005
Chapman University
MBA
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