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Guangyu Zhu

Guangyu(Leo) Zhu

MSc CS (Leiden) · MBA (PKU) · BSc MIS (UIBE)

English
Professional working proficiency
German
Elementary proficiency
Chinese
Native proficiency

About

About Me

Currently at Leiden University. Will graduate with an MSc in Computer Science in January 2027.

Before returning to University, twenty years across city-scale information systems, hospital IT integration and corporate finance — including a complete hospital M&A loop, closed as the acquired hospital's Vice President. The systems-and-control instinct the research now formalises was earned in the field.

Pursuits

Trail running · Road cycling · Marathon

Trail running in the Alps
Marathon race day
Trail running, alpine valley

Projects

Research

Featured research

Signal First-Order Logic Neural Control

MSc Thesis · Leiden Institute of Advanced Computer Science (LIACS)

Trains neural predictive controllers directly against Signal First-Order Logic (SFO) specifications. It generalises STL-based neural control to full first-order logic with value quantification — the choose-and-commit behaviour that Signal Temporal Logic cannot express — while keeping the training objective independently verifiable.

  • First-Order Logic
  • Neural Predictive Control

Experience

2025 — January 2027

MSc Computer Science

Leiden University · Leiden, Netherlands

Computer Science

2018 — 2024

Investment Manager → Vice President + Concurrent Director IT and Finance

Genertec Universal Medical Group → Ansteel Hospital · Beijing → Anshan, China

Healthcare · Finance · Data · Information Systems

Ran a complete acquisition cycle on one deal: pre-deal due diligence and financial modelling → closed the Ansteel Hospital transaction → was promoted to Vice President of the same hospital to own the post-deal phase, integrating HIS and group financial systems across a 1,400-bed tertiary hospital.

2015 — 2018

Cash Flow Manager

Genertec Universal Medical Group HQ (HKEX: 2666) · Beijing, China

Finance · Healthcare

Operated treasury at ~USD 1 billion annual scale for a listed healthcare group: asset-liability matching, cash forecasting, and financing coordination across listed-group entities. Finance at full org scale, now inside a healthcare-listed-group ecosystem.

2011 — 2015

Financial Analyst → Investment Analyst

Hainan Airlines → Beijing E-Town Investment · Beijing, China

Finance · Information Systems

Crossed into finance: ROI, cash-flow and sensitivity modelling at Hainan Airlines, then financial modelling and IT-requirements definition for fund-management investment systems at E-Town.

2008 — 2011

MBA

Peking University · Beijing, China

Statistics

Pursued an MBA at Peking University in parallel with the ICT engineering role below — the first deliberate step from pure technology toward management and finance.

2004 — 2011

ICT Assistant Engineer

Beijing Municipal Administration Commission · Beijing, China

Data · Information Systems

Building city-scale information systems, integrating urban operational data.

2000 — 2004

BSc Management Information Systems

University of International Business and Economics · Beijing, China

Information Systems · Data