Xiaohan Deng
AURIN
Melbourne
4
years of professional experience
1
Certification
Master of Data Science candidate with global experience leading AURIN’s Data Format and Validation Registry project in Australia, managing a team and delivering automated data solutions. Previously worked in investment banking at China Merchants Securities, performing IPO due diligence and financial analysis. Passionate about bridging data science and finance to drive impactful results.
Work History
Project Leader
1 Year 6 Months- Led a team of 4 data professionals in delivering the Data Format and Validation Registry for AURIN, standardising validation processes across 25+ diverse urban datasets, improving data interoperability and AI-readiness.
- Designed and implemented an automated validation framework leveraging Great Expectations, JSON Schema, and Apache Airflow, reducing manual verification efforts by 40%.
- Defined a customisable rule-based validation system, enabling dynamic updates to data quality checks and supporting integration of heterogeneous spatial datasets.
- Presented technical solutions and project outcomes to AURIN leadership and external partners, securing continued funding for future registry enhancements.
Intern
5 Months- Collaborated closely with legal, compliance, and audit teams, facilitating interdepartmental communication to resolve complex financial disclosure issues, accelerating document approval cycles by 25%.
- Contributed to drafting risk disclosures and regulatory compliance sections in prospectuses, identifying key financial risks impacting investor decision-making.
Intern
5 Months- Performed detailed analyses on revenue recognition, cost allocation, and related-party transactions, preparing working papers and supporting documentation for regulatory submissions.
- Utilised Excel and financial modelling tools to develop schedules for profit forecast reconciliation, supporting valuation analysis for capital market transactions.
Education
Master of Science - Data Science
Bachelor of Science - Data Science
Skills
Timely project coordination
Project management
Risk assessment
GIS Modelling
Computational Modelling
Client engagement strategies
Certification
Australian Permanent Resident (Full Working Right)
Timeline
Project Leader
AURIN
03.2025 - CurrentRead More
Intern
Essence Securities Co., Ltd
07.2022 - 12.2022Read More
Intern
China Merchants Securities Co., Ltd.
01.2022 - 06.2022Read More
Melbourne University
Master of Science from Data Science
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Melbourne University
Bachelor of Science from Data Science
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