David Dong Email & Phone Number

New York, NY, US

Seattle, WA, US

Seattle, WA, US

Help customers build machine learning solutions on AWS.

London, GB

Help clients design and execute machine learning capabilities in analytics projects- Predict hospital capacity during a pandemic- Forecasting and market insights for new pharmaceutical product launches- Recommender systems for business dashboards based on NLP - Data quality tracking and improvement strategy for enterprise reporting- Tools to automate the.

Rahway, New Jersey, US

• As a data scientist in Global IT, researched methodologies to support drug development and developed internal assets to help create a data-driven culture across the enterprise, collaborating with business units such as.
• Researched and developed statistical methods to predict and simulate the outcome of vaccine clinical trials, provided assessment of risks, and provided support for early stage clinical trial design
• Designed and implemented a model to predict bidding price changes in the Chinese market for internal and external products to better plan and forecast sales
• Developed a predictive model for treatment adherence using electronic health records and insurance claims data that improved the forecast of treatment patterns
• Led efforts in building simulation models for HR and manufacturing as a resource planning tool
• Developed an internal R package to automate: data pipelines, anomaly detection, and report generation for clinical studies using high quality standardized tables and figures

Forchheim, DE

• Performed statistical analysis to support the methods validation procedures for new medical diagnostic instruments
• Helped developed tools to parse system logs from medical instruments to facilitate testing & troubleshooting

New Brunswick, NJ, US

• Data-mined in-silico and in-vitro microRNA data to predict targets of high likelihood and prioritize gene candidates to modulate in natural killer cells, to be used as an immune-modulatory cell therapy.
• Applied a support vector machine algorithm to predict whether certain chemicals from cosmetic products will cause skin allergies, based on experimental measurements of cytokine profiles from the skin cells when exposed.
• Developed a segmentation algorithm and a Matlab GUI to analyze images from liver histology and cultured hepatocytes to determine the amount of fat content.
• Developed an agent-based model of leukocytes to simulate the onset and progression of the inflammatory response.

Master Of Engineering (Meng), Biomedical Engineering

Bs, Biomedical Engineering