Stanley Gai Email & Phone Number

Atlanta, GA, US

United States

• Extracted business requirements, operational processes, and metrics from clients to map out the workflow of insurance claim denials to help hospitals recover revenue, labor cost, and operational efficiency.
• Developed dashboards that identify patterns, similarities, and trends that alert operators about surges of insurance denials.
• Followed Jira and Agile project management principles to deploy, maintain, troubleshoot, and resolve data quality issues in engineered dashboards and analytical tools in the enterprise data warehouse.

United States

United States

United States

• Evaluated capital projects’ costs, schedules, and targets, by benchmarking actual projects’ performance to a synthetic industry benchmark derived from regression and classification model.
• Developed data cleansing and validation pipelines over 23k project portfolio data in IPA’s database, which reduced manual ETL (Extract, Transform, and Load) workload by 700+ hours per year.
• Performed ad-hoc analysis of over 2 thousand entries of project staffing data to build diagnostic models that explain what organizational factors drive project performance and monetized outcome.

United States

• Led requirements gathering & stakeholder meetings to extract operational contexts and assessed the current & desired future state of the patient scheduling process at healthcare facilities.
• Developed dashboards that allow users to monitor, analyze, and drill to details on patient types, age, and insurance details, which uncovered disparities in patient wait time that were previously overlooked.
• Prototyped a new scheduling workflow and presented to key stakeholders the potential of leveraging census databases to enhance the integrity and inclusiveness of the patient scheduling process.

United States

• Performed literature review on the industrial applications of machine learning models in the automated candidate selection process.
• Replicated candidate selection algorithm in Python with NLP libraries and pre-trained word vector models.
• Led the design of an experimental study and performed quantitative fieldwork at an analytics conference.

United States

• Established a culture of measurement over the University’s scheduling process, by quantifying discrete events and scenarios into measurable metrics that drive clear targets and objectives in creating schedules.
• Developed a visual analytics tool that alerts the scheduler about potential hotspots and overlaps in scheduling assignments, which avoided 1500 individual conflicts per school year.

• Provided project-based social science consulting services to business clients.
• Extracted data from the Bureau of Labor Statistics and the National Center of Education Statistics to perform research and develop visualizations.

United States

• Helped a fashion designer ideate a data-driven customer profile with a commercial database.
• Developed a Tableau dashboard that heatmaps and visualizes the target market.
• Prepared Excel spreadsheets for clients for quick data reference and generated basic predictive results.