Shi-Ting Wei
Data Scientist & Data Engineer｜IEOR Master of Analytics Grad Student @ UC Berkeley
- Role
- Test Engineer at Quanta Manufacturing Fremont
- Location
- Berkeley, CA, US
- LinkedIn followers
- 500 followers
About Shi-Ting Wei
Data Scientist & Data Engineer with 5+ years of experience across IT education, e-commerce, and cloud services. I bridge advanced analytics with data engineering to drive data-powered decisions and operational excellence. Skilled in designing scalable ETL pipelines, building predictive models, and deploying actionable dashboards to unlock business value.Passionate about transforming raw data into smart, automated insights.Strengths:• Machine Learning & NLP: Regression, Classification, Clustering, Random Forests, SVMs, Gradient Boosting, XGBoost, Autoencoders, RNNs, LSTM, Transformer models, and LLM agents • Data Engineering: Airflow, PySpark, SQL/NoSQL, ETL automation • Dashboards & Visualization: Tableau, PowerBI, Looker, Streamlit • Optimization Modeling: Linear Programming (LP), Mixed-Integer Linear Programming (MILP), Multi-Armed Bandit Algorithms, Constraint-based Scheduling, Gurobi • Communication: Multidisciplinary collaboration & stakeholder engagementLet’s connect if you\'re interested in leveraging analytics, automation, and AI to solve real-world business challenges.
Experience
Test Engineer
Jul 2025 — Present · Fremont, CA, US
Led end-to-end validation of the GB200 AI Server NPI project, collaborating with R&D, vendors, and customers to build testing workflows and documentation for cross-functional adoption.• Developed and optimized Bash and Python automation scripts to validate server hardware, firmware, and system functionality; automated diagnostics and log analysis to identify root causes and performance bottlenecks—reducing manual testing time by 30% and improving data accuracy.
Education
National Taiwan University
Bachelor's degree, Biochemical science&technology
University of California, Berkeley
Master's degree, IEOR Analytics
National Taiwan University
Bachelor's degree, Business Administration, Management and Operations
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