Über Sihao
I’m an Operations Research / Optimization Engineer (M.Sc. student at TU Dresden) specializing in routing & scheduling (VRP/VRPTW), MIP/CP and simulation-based optimization for logistics, ports and manufacturing. I build clean, reproducible Python solutions: data prep (SQL/Oracle), model formulation, solver selection & tuning (OR-Tools, CPLEX/DOcplex, Gurobi, COPT, GAMS), and clear KPI reporting. Typical deliverables include a validated optimization model, well-documented codebase, experiment scripts, and a short report (LaTeX/Markdown). I’m comfortable working with ambiguous real-world constraints, iterating fast, and handing over production-ready artifacts (optional API integration).
Englisch
Muttersprachlich oder zweisprachig
Chinesisch
Muttersprachlich oder zweisprachig
Deutsch
Grundkenntnisse
Nur remote
Führt Projekte hauptsächlich remote aus
Projekt- und Berufserfahrung
- Shanghai Miluo Information Technology Co., Ltd.,Operations Research / Optimization Engineer (Intelligent Algorithm Team)TRANSPORTWESENJuni 2024 - Juli 2025 (1 Jahr und 1 Monat)Shanghai, ChinaFull-time engineer in an Intelligent Algorithm Team delivering optimization & simulation for container terminals.
- Optimized truck dispatching (TPS) for 300+ trucks and 30 quay cranes; developed a pre-free truck status module and improved time-matrix computation for high-concurrency workloads.
- Developed a digital-twin module for port operations: rebuilt CWP restoration to reproduce historical quay crane sequences; implemented multi-agent simulation with Mesa (event-driven + fixed time-step modes).
- Conducted stowage algorithm testing and KPI analysis (reshuffling rate, unallocated containers, loading efficiency), producing reproducible reports and improvement suggestions.
Tech: Python, OR-Tools, SQL, Linux, Docker, Jenkins; documentation in LaTeX/Markdown. - Shanghai Miluo Information Technology Co., Ltd.,Intern, Intelligent Algorithm Team (Port & logistics optimization)TRANSPORTWESENSeptember 2023 - Juni 2024 (9 Monate)Shanghai, China
- Developed a realistic yard crane scheduling prototype in a simulation environment, focusing on dispatching logic and operational constraints.
- Contributed to an API/interface integration project for Shanghai International Port Group (SIPG) route planning/adjustment workflows, learning practical principles for system interface design and implementation.
- Assisted in development and debugging across multiple simulation repositories/modules, quickly understanding business logic and improving code stability through iterative testing.
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Ausbildung und Abschlüsse
- Bachelor of Science (B.Sc.)Shanghai Maritime University2024Bachelor's Degree in Logistics Management
- Master of Science (M.Sc.)Technische Universität Dresden (TUD)2026Master's Degree in Transportation Economics