Jerry Liao

Jerry Liao Los Angelos, California - - Work experience Miniso USA Operation-Data Analyst     10/2023 - Current Led the development and execution of end-to-end store opening processes, streamlining operations through cross-functional collaboration. Designed a visual task panel, improving workflow transparency and boosting efficiency by 50%. Conducted regular analysis of store sales, labor costs, and profitability, identifying key trends to optimize operational strategies. Established quantifiable goals and implemented continuous monitoring for performance improvement. Built and optimized Random Forest and LSTM models for sales forecasting (R² = 92%) and labor forecasting (R² = 96%), reduced forecasting error rate by 20% Led AI adoption initiatives within the company, managed end-to-end AI implementation from problem scoping to model deployment, ensuring successful delivery of AI solutions across business units. Lead data-driven operational annual strategy reports, oversaw and optimized multiple operational projects, improving resource allocation and execution efficiency to drive business growth. 11/2021 - 11/2022 DIDI Chuxing Data Analyst Intern  Conducted organizational structure and management analysis of Competitors to assess its operational efficiency and strategic adaptability providing DiDi with data-driven insights to enhance competitive positioning.   Designed a real-time BI dashboard to track performance, ensuring data-driven decision-making. Ensured data integrity and consistency across systems by implementing automated data cleansing, standardization, and anomaly detection in python Collaborated with stakeholders to translate model insights into business actions, optimizing store budgeting and resource Startup Project Bike Safety Solution-Providen, US    Developed and led the go-to-market strategy for “SafeGuard”, an innovative bike safety accessory that enhances cyclist awareness by detecting vehicles within a 5-foot range and providing real-time haptic alerts. Designed and executed a comprehensive business plan, covering product innovation, market analysis, competitive positioning, marketing strategy, revenue projections, and risk assessment to drive startup growth. Managed cross-functional collaboration, aligning engineering, marketing, and business development efforts to establish BSS as a leader in bike safety technology. Spearheaded product development and patent strategy, ensuring SafeGuard’s technological differentiation and market viability. Education Brown University 06/2022 - 05/2023 Business Enginerring GPA: 3.5/4/0 Course: Data Analyst, Finance, Startup, Management UCLA Economic GPA:3.89/4.0; Latin award for 2 Semesters Course: Data Seience, Machine Learning, Risk Management, Statistic Skills PowerBI, MS Office, Python, R, Business strategy and planning, Modeling, Project management, Operation 09/2018 - 07/2021