Kira Qian
Data Analyst & Data Scientist | MSIS @UW Foster | SQL Python Tableau
- Role
- Data Scientist at Idxexchange
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Kira Qian
Structured Curiosity I’m drawn to uncovering patterns—whether in data, products, or…
Experience
Data Scientist
Jun 2025 — Present · US
Developed a robust ML pipeline utilizing over 61K California MLS records, enhancing data-driven decision-making. • Implemented advanced feature engineering techniques, including geospatial clustering and school-district scoring. • Achieved a 9% MAPE improvement in home price prediction through ensemble model tuning (Linear, Random Forest, LightGBM, Neural Net).• Delivered actionable insights on key property drivers, supporting an AI-powered valuation system.
Education
Shanghai University of Finance and Economics
Bachelor of Business Administration - BBA, Financial Management
University of Washington
Master of Science - MS, Information Systems
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