Highly accomplished Mathematics Educator and Quantitative Finance Researcher with a Ph.D. in Mathematics and Computing and an MSc in Data Science. Leverages advanced statistical modeling, deep learning, and programming expertise (Python, R, C++) to drive impactful research in stochastic volatility models and financial machine learning, alongside a proven 15+ year track record of excellence in university-level teaching and curriculum development.
Research & Teaching Assistant
Perth, Western Australia, Australia
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Summary
Led research replication in financial machine learning and delivered applied mathematics instruction to university students.
Highlights
Sourced and integrated complex datasets and deep-learning Python code to replicate financial machine-learning literature, ensuring research reproducibility and validation.
Developed comprehensive documentation and interpreted deep-learning Python code for complex financial models, enhancing clarity and utility for research teams.
Conducted SPSS Labs for Biostatistics and delivered applied mathematics tutorials, effectively conveying complex mathematical concepts to diverse student groups.
Lecturer
Perth, Western Australia, Australia
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Summary
Taught foundational Calculus and Mathematics for Computing units to engineering and computing students.
Highlights
Instructed first-year Calculus to Engineering students, fostering strong foundational understanding in mathematical principles.
Delivered comprehensive Mathematics for Computing units, equipping students with essential analytical and problem-solving skills for technological applications.
Designed and implemented engaging lesson plans and assessment strategies, contributing to positive student learning outcomes.
Lecturer/Unit Coordinator
Perth, Western Australia, Australia
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Summary
Coordinated and taught essential mathematics, linear algebra, and statistics, ensuring robust curriculum delivery and student assessment.
Highlights
Coordinated and taught Essential Mathematics, Linear Algebra, and Statistics, ensuring comprehensive curriculum delivery for diverse student cohorts.
Developed and assessed rigorous coursework, effectively evaluating student comprehension and analytical capabilities.
Implemented innovative teaching methodologies to enhance student engagement and mastery of complex mathematical and statistical concepts.
Mathematics Instructor
Al Ain, Abu Dhabi, United Arab Emirates
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Summary
Instructed first and second-year mathematics across multiple units, contributing to curriculum development and student success.
Highlights
Taught first and second-year mathematical units to cohorts of 20-35 students, achieving high student engagement and academic performance.
Developed and delivered comprehensive teaching materials for Calculus (I, II, III), Linear Algebra, and Contemporary Mathematics.
Served on the timetabling committee, optimizing course schedules and resource allocation for improved departmental efficiency.
Co-developed and delivered a post-graduate bridging unit for computational master's degrees, enhancing foundational knowledge for advanced students.
Key academic in developing and delivering "Introduction to Probability and Data Analysis" and "Regression and Non-Parametric Inference" units, significantly expanding the curriculum.
Unit Coordinator, Calculus for Business and Economics
Al Ain, Abu Dhabi, United Arab Emirates
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Summary
Led the blended unit transformation of Calculus for Business and Economics, achieving high student satisfaction and learning outcomes.
Highlights
Spearheaded the blended unit transformation of Calculus for Business and Economics, enhancing pedagogical approaches and student accessibility.
Achieved high student satisfaction reviews and strong attainment of learning outcomes, demonstrating effective curriculum design and delivery.
Managed teams of up to 4 lecturers, providing leadership, mentorship, and ensuring consistent instructional quality.
Mathematics Lecturer
Harare, Harare Province, Zimbabwe
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Summary
Taught a range of first and second-year mathematical and statistical units to engineering and technology students.
Highlights
Instructed first and second-year mathematical and statistical units to Engineering and Technology students, covering diverse topics.
Developed a comprehensive statistics student handbook, providing an essential resource for enhanced learning and understanding.
Actively participated in research and conference attendance, contributing to academic discourse and staying abreast of field advancements.
Teaching Assistant/Program Director
Harare, Harare Province, Zimbabwe
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Summary
Directed teaching programs and assisted in instruction at Zimbabwe Open University.
Highlights
Directed academic programs, ensuring effective curriculum delivery and student support for distance learners.
Assisted in teaching various units, providing instructional support and facilitating student comprehension.
Contributed to program development and administrative tasks, enhancing the overall educational experience.
Graduate Teaching Assistant
Harare, Harare Province, Zimbabwe
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Summary
Provided teaching assistance at the University of Zimbabwe.
Highlights
Supported faculty in delivering undergraduate mathematics courses, assisting with tutorials and grading.
Facilitated student learning through one-on-one and group sessions, clarifying complex mathematical concepts.
Contributed to the academic environment by supporting various departmental needs.
Organising Committee Member, Stochastic and Computational Finance (SCF)
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Summary
Served on the organizing committee for the Stochastic and Computational Finance conference.
Highlights
Contributed to the successful organization and execution of the Stochastic and Computational Finance conference.
Facilitated logistics and coordination, ensuring a smooth experience for participants and presenters.
Supported the academic community by enabling knowledge exchange in computational finance.
Organising Member, International Conference on Mathematical Sciences (ICM2016)
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Summary
Served on the organizing committee for the International Conference on Mathematical Sciences (ICM2016).
Highlights
Played a key role in the organization of the International Conference on Mathematical Sciences (ICM2016).
Assisted with event planning and coordination, contributing to a high-quality academic gathering.
Enhanced the conference experience for attendees and presenters through effective logistical support.
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MSc
Data Science
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Ph.D.
Mathematics and Computing
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MSc
Mathematics
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BSc (Hon)
Mathematics
Courses
Dissertation: Application of symmetry methods to optimal control
Awarded By
Edith Cowan University
Awarded for academic excellence to support Master's studies in Data Science.
Awarded By
University of Zimbabwe
Granted in recognition of teaching contributions and academic potential.
Published by
Special issue of the Mathematics and Computers in Simulation journal (Under review)
Summary
Explores the decomposition of option pricing formulas for infinite activity jump-diffusion stochastic volatility models.
Published by
Preprint
Summary
Investigates a Random Forest trading model utilizing the VIX futures term-structure.
Published by
BioMath Communications, 2(1)
Summary
Applies mathematical modeling to optimize bio-nutrient removal in sewage treatment using Acti-zyme.
Issued By
Unspecified
Issued By
Unspecified
Issued By
Unspecified
Issued By
Blackboard
Issued By
PanOpto
Issued By
Blackboard
Issued By
Blackboard
Issued By
Blackboard
Python, R, MATLAB, C++, Visual Studio IDE.
SPSS, Biostatistics, Time Series Analysis, Multivariate Statistics, Regression, Non-Parametric Inference, Stochastic Volatility Models, Quantitative Finance, Option Pricing, Deep Learning, Machine Learning, Financial Machine Learning.
Data Manipulation, Data Cleaning, Data Visualization, Jupyter Notebooks.
LaTeX.
Blended Learning, Unit Development, Lesson Planning, Assessment Design, Student Engagement, Timetabling, Mentoring, Higher Education Instruction.
Monte-Carlo Simulations, Object-Oriented Programming (C++11+), Problem Solving, Conceptualization, Scientific Publication, Literature Review, Data Sourcing, Financial Modeling, Computational Finance.
Unit Coordination, Team Leadership, Program Direction, Strategic Planning, Cross-functional Collaboration.
PhD supervisor, josep.vives@ub.edu, +34636207846
PhD supervisor, Mathematical Sciences Department, United Arab Emirates University, youssef_elkhatib@uaeu.ac.ae, +971592310987
Chairperson, Departament de Matemàtiques i Informàtica, Universitat de Barcelona
Lecturer, School of Science, Edith Cowan University, julia.collins@ecu.edu.au, 08 6304 5084