Mercedes-Benz Digital Transformation Bootcamp
Created a two-phase digital transformation training program for the HR department at MB Greater China, covering Power BI and the full M365 suite — transitioning the organization from legacy reporting to a centralized, self-service BI platform, and fully utilizing the M365 ecosystem.
→Mercedes-Benz Digital Transformation Bootcamp
Created a two-phase digital transformation training program for the HR department at MB Greater China, covering Power BI and the full M365 suite — transitioning the organization from legacy reporting to a centralized, self-service BI platform, and fully utilizing the M365 ecosystem.
- Recognized by Mercedes-Benz China HR executive leadership
- Increased BI tools adoption rate by 68%
- Trained 140+ employees across the HR department
- Presented to MB Board Member Sabine Kohleisen
Police Incident Patterns & Response Time Modeling
Built end-to-end machine learning pipelines on 300K+ police dispatch records — regression, classification, and spatial clustering.
→Police Incident Patterns & Response Time Modeling
Built end-to-end machine learning pipelines on 300K+ police dispatch records — regression for response time prediction, binary classification for call priority, and spatial clustering for incident hotspot detection.
- Predicted dispatch-to-arrival times and classified high-priority calls
- Mapped spatial incident hotspots across Montgomery County, MD
DCA Disruptions — Hypothesis Testing & Time Series Analysis
Merged FAA flight records with weather data to quantify delay drivers at Reagan National.
→DCA Disruptions — Hypothesis Testing & Time Series Analysis
Analyzed FAA flight records merged with hourly METAR weather data to quantify delay and cancellation drivers at Reagan National Airport.
- Welch's t-test, ANOVA, chi-squared, and bootstrap resampling
- ARIMA time series modeling for delay and cancellation forecasting
- Power BI dashboards for stakeholder reporting
Hubble - Portable Magnetic Wearable Heating System
Led systems engineering and marketing for a Cornell capstone wearable heating device.
→Hubble - Portable Magnetic Wearable Heating System
Led systems engineering and marketing for a Cornell M.Eng capstone developing a rechargeable magnetically-attached wearable heating device.
- Complete SysML modeling: Use Case, BDD, IBD, FMEA, AHP, QFD
- 219-response market survey with conjoint analysis
- Full brand identity development and Business Model Canvas
More projects coming soon