Timothy Huang

Engineered scalable data models and ETL pipelines using AWS, enhancing data accessibility and reliability. Empowered stakeholders with actionable insights by defining KPIs and developing interactive dashboards with Tableau. Conducted in-depth analysis of marketing campaign data, including user segmentation and efficiency metrics, to identify areas for improvement and drive iterative campaign optim

Increased new user traffic by 100% by analyzing user behavior and market trends to identify acquisition gaps and optimize strategies. Improved callback traffic and revenue by 10x through AppsFlyer integration, enabling precise tracking and optimization. Prevented potential monthly losses of $10,000 USD by detecting suspicious user behavior. Reduced revenue forecast error from 200% to 40% using a C

Designed data analytics solutions for financial institutions to enable cross-sell opportunities and enhance customer segmentation. Built an end-to-end CNN model for Traditional Chinese sentence classification, achieving 93% accuracy with 99% confidence. Improved classification accuracy for imbalanced bank transaction data from 80% to 95% by integrating CkipTagger, LightGBM, and Optuna.

Streamlined customer support operations by applying BERT-based text mining techniques, reducing 50% manual review efforts in log classification. Enhanced production stability and yield rates by designing an automated chiller system for real-time temperature and humidity control. Developed sensor anomaly detection system using LSTM and CNN, ensuring accurate data inputs with 99% coverage and less t

Grade: 4.0/4.0

Completed a Master's degree focusing on advanced statistical methods and their applications. Achieved a high academic standing with a GPA of 4.0/4.0.

Grade: 3.9/4.0

Earned a Bachelor's degree in Statistics, building a strong foundation in statistical theory and practice. Maintained a high academic performance with a GPA of 3.9/4.0.