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๐Ÿ“š

Course Material Development

๐Ÿค– Machine Learning: From Business Analytics to Code

Interactive Online Course Materials

A comprehensive journey from business thinking to ML implementation

10+ Modules | 3 Hands-on Projects | Real-world Case Studies

Access Course Materials โ†’

๐ŸŽฎ Interactive Simulation Demos

End-of-class interactive demonstrations for teaching operations and process flow concepts

๐Ÿšข

Port Operations Simulator

Strategic analytics with 4 variance strategies. Explore throughput maximization, cost efficiency, wait time minimization, and balanced optimization.

Strategy Optimization AI Engine
โ–ถ Launch Simulator
๐Ÿ‘ฅ

Queueing System Simulation

M/M/c queue with custom distributions. Experiment with exponential, uniform, normal, deterministic, Erlang, and triangular distributions.

M/M/c Distributions Analytics
โ–ถ Launch Simulator
๐Ÿ’‰

Infusion Center Operations

AnyLogic cloud model for oncology infusion center scheduling and resource optimization. Real-world healthcare operations simulation.

AnyLogic Healthcare Cloud
๐Ÿ”— Open in AnyLogic
๐Ÿ“ฆ

Newsvendor Model Simulator

Single-period inventory optimization under demand uncertainty. Explore critical ratio, overage/underage costs, and optimal order quantity decisions.

Stochastic Inventory Risk Analysis
โ–ถ Launch Simulator
๐Ÿšš

Vehicle Routing (TSP)

Compare routing algorithms for last-mile delivery. Visualize Nearest Neighbor, 2-Opt, Insertion, and Christofides heuristics against optimal solutions.

NP-Hard Heuristics Last-Mile
โ–ถ Launch Simulator
๐Ÿญ

Facility Location Strategy

Capacitated facility location problem with coverage and cost trade-offs. Balance fixed costs, transportation costs, and service coverage.

MIP Network Design Optimization
โ–ถ Launch Simulator

Courses Taught

Instructor of Record

Teaching Assistant Experience

Project Management (2021โ€“2025) โ€ข Supply Chain Analytics โ€ข Operations Analysis โ€ข Supply Chain Finance โ€ข Global Procurement & Supply โ€ข Process & Operations Management โ€ข Supply Chain Analytics Essentials

๐Ÿ“„ Complete Teaching Evaluation Report: View Full SIRS Summer 2025 Evaluation (PDF)

Student Evaluation Summary (Summer 2025)

DimensionSectionDeptSchool
Preparedness4.804.544.40
Responsiveness4.904.624.50
Generated Interest4.784.504.49
Positive Attitude4.904.544.56
Fairness in Grading4.904.624.48
Encouragement4.904.544.43
Overall Effectiveness4.914.474.33
Course Quality5.004.294.30

Response rate: 85% โ€ข All metrics exceed departmental and school averages

Representative Student Comments

Certification Examination Support