Built and analyzed integrated financial, HR, and transaction models to diagnose structural cost drivers for a Thai commercial bank. Mapped end-to-end lending workflow and contributed to the design of new data-driven and lean operating model enhancing productivity, decision visibility, and customer-centric performance management. Solution expected to save 20% of operational costs and reduce loan processing time by 30%. Developed APIs and microservices for AI-powered automated marketing platform.
Skills and Technologies
Process Flow MappingBusiness Process ImprovementExcelPowerPointData VisualizationGolangMicroservices
Developed a predictive maintenance pipeline using XGBoost anomaly detection, deployed via AWS with real-time dashboards for risk monitoring and data-driven decision making. Benchmarked and recommended data cleaning tools that accelerated preprocessing workflows and informed C-suite adoption decisions.
Skills and Technologies
ARIMAXGBoostAWSTime Series ForecastingAnomaly DetectionData PipelinePythonData Visualization
Support 150+ students by leading weekly labs and office hours focused on SQL, MongoDB, schema design, and query optimization. Mentor project teams translating business requirements into complete data models, reinforcing real-world data engineering and consulting skills.
Skills and Technologies
SQLMongoDBDatabase DesignSchema DesignQuery OptimizationData ModelingTeachingMentoring
Organize large-scale competitions (300+ participants) and weekly events, such as AI Agents Weekend, to foster hands-on learning in machine learning and AI. Launched the club's client-facing projects initiative, enabling members to tackle real-world data challenges and expand the club's industry presence. Oversee operations for a 1,500+ member organization, managing recruitment, tech, and new initiatives to drive growth and campus impact.
Skills and Technologies
Event PlanningProject ManagementOperations ManagementTeam LeadershipRecruitmentStrategic PlanningCommunity Building
Led outreach for Juneteenth Community Day and the Cross-Strauss Parklet reopening with Mayor Ed Gainey and state representatives, managing event logistics and community engagement. Revamped the website for accessibility and SEO, launched a 311 community portal, and automated newsletters via MailChimp. Secured a $100K Pittsburgh Foundation grant by analyzing census and service-usage data to support a data-driven needs assessment and impact case, and authored an internal technical-skills handbook. Promoted from Administrative Intern to Program Coordinator.
Skills and Technologies
Project ManagementEvent PlanningCommunity OutreachWeb DevelopmentSEOMailChimpGrant WritingContent Creation
