Project Portfolio (Dritte Seite)
Proof of Concept: Translating theoretical statistics into corporate logistics value.
Flagship Case Study
Predicting 2027 CO₂ Road Charges
A data-driven macroeconomic simulation of the German logistics transformation, evaluating the financial impact of the expanded BFStrMG tolls on last-mile and heavy goods fleets.
Open Interactive ModelNDA / ANONYMIZED
Predictive & AI-Driven Logistics Planning
Grounded in STA409 Applied Time Series Analysis
Solving the 2026 labor shortage by optimizing safety stock and warehousing logic.
ARIMAExponential SmoothingTime Series
NDA / ANONYMIZED
Supply Chain Disruption & Risk Contagion
Grounded in Swiss TPH Mathematical Modelling
Applying epidemiological SIS/SIR models to simulate cascading failures in Tier 1 and Tier 2 networks.
Contagion ModelingRisk MitigationSIS/SIR Frameworks
NDA / ANONYMIZED
Cost-Centric Routing & Resource Optimization
Grounded in STA321 Operations Research Instruction
Mathematical optimization of distribution centers and last-mile scheduling.
Operations ResearchLinear ProgrammingNetwork Design
Technical Inventory
Model Performance & Scaling Matrix
| Simulation Engine | Max Node Capacity | Avg. Solver Latency | Verification Level | SLA Ready |
|---|---|---|---|---|
| Time-Series (ARIMA/LSTM) | 1.2M Data Points | 450ms | Grade 1.0 (Equivalent) | 99.5% |
| VRP Network Solver | 15,000 Nodes | 1.2s | Industry Standard | 99.0% |
| Risk Contagion Engine | 100k Connections | 850ms | Academic Mastery | 99.9% |
Validated via ZAB Equivalency
2026 Operational Readiness