Dr. Karol Binkowski

Assistant Professor

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Biography

Karol Binkowski is a Senior Lecturer in the School of Mathematical and Physical Sciences at Macquarie University. He completed his Master of Science in Mathematics at Jagiellonian University in Poland and obtained his PhD in Statistics from Macquarie University. With over seven years of experience as a Quantitative Analyst at Westpac Institutional Banking, he transitioned back to academia where he teaches statistics at both undergraduate and postgraduate levels. His teaching employs GenAI-enhanced active learning techniques and Peer Instruction, focusing on real-world applications. He leads the Statistical Consulting Hub, connecting research with industry and data-driven practices. His current research interests lie in the applications of statistics and stochastic processes, including multi-factor state-space modeling, a robust framework for contingent claims management, liquidity provisioning, and automated market makers.

Research Interests

Experience

Quantitative Analyst

2009-07-01 — 2016-06-01

Westpac Group • Australia

Worked as a Quantitative Analyst contributing to financial modeling and data analysis.

Awards

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Award for Excellence in Early Career Teaching

2023-12-05

Requirements for Macquarie University

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:7
TOEFL
Listening
Required:20
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:94
PTE
Listening
Required:58
Reading
Required:58
Writing
Required:58
Speaking
Required:58
Overall
Required:65
Prerequisites
Bachelor degree from a recognised institution Minimum 3 years full-time equivalent work experience at a managerial/professional level
Application Checklist
  • Official Academic Transcripts
  • Curriculum Vitae (CV)
  • Statement of Motivation
  • Evidence of Work Experience
Specialization Notes

Applied to Department of Business (MBA Program).