David Huang Email & Phone Number

Portland, OR, US

San Francisco, CA, US

- Architecting production level ML workloads for Databricks customers in the Financial Services vertical, using the unified platform, including end-to-end ML pipelines, training/inference optimization, integration with cloud-native services and MLOps- Providing advanced technical support to Solution Architects during the technical sale ranging from feature.

Dallas, Texas, US

- Developed state-of-the-art machine learning solutions, driving client business growth and risk mitigation.- Spearheaded an enterprise-level effort to create Large Language Model (LLM) based applications for internal and external client use cases, including document semantic search, database question-and-answer, structured and unstructured information.

Dallas, Texas, US

- Developed the first churn risk prediction model for Apex clients, to help them target users that are at higher risk of leaving- Developed the first data-driven investor segmentation model through clustering on investor trading behaviors and demographic features- Developed Apex’s time series forecasting framework, which is used to predict internal and.

Beaverton, OR, US

- Responsible for designing, building, and deploying machine learning (e.g. scikit-learn, xgboost) and statistical forecasting (e.g. statsmodels, fbprophet) models to predict store demand, understand traffic behavior, and optimize labor efficiency- Developed global store-level daily demand forecast models, which were integrated into the labor scheduling.

Valley Forge, PA, US

- Responsible for leading the research and analysis of highly confidential initiatives- Designed and deployed Monte Carlo simulation models to predict asset growth- Influenced executive decision-making through compelling analyses and effective data visualizations- Performed periodic global fund complex growth forecasting and analysis- Led product.

Valley Forge, PA, US

- Investment management and investment operation audits- Due diligence field assignments

Valley Forge, PA, US

- Rigorous 13-month leadership development program- Financial planning & analysis (FP&A)- Investment advice methodology and portfolio analysis- Internal risks and controls assessment- Global securities lending

Valley Forge, PA, US

- Equity trading back office functions

Beijing, Beijing, CN

Master Of Science - Ms, Business Analytics

Bachelor Of Science, Finance