David Ayotte - Analyste Quantitatif

David Ayotte

Analyste Quantitatif

Montreal, Quebec, Canada

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Summary

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David Ayotte is a quantitative analyst and PhD mathematician based in Montreal with seven years of experience applying advanced mathematical modeling and data science to finance and research. He combines deep theoretical training—demonstrated by a PhD and multiple research assistantships that produced new theorems—with practical software engineering skills, contributing significant backend code to the widely used open-source SageMath project (including a graded quasimodular forms ring implementation). At MAG Energy Solutions he translates complex data into actionable insights, while his prior academic roles include publishing Python packages on PyPI and presenting original results at conferences. Comfortable across Python, PARI/GP, and scientific tooling, he brings a proven ability to model abstract mathematical concepts into robust, reusable software. Colleagues know him as a versatile problem-solver who enjoys tackling hard theoretical challenges and shipping code that endures beyond the research lab.

6 years of coding experience

Master of Science - MS, Mathematics, Master of Science - MS, Mathematics at Université Laval

Doctor of Philosophy - PhD, Mathematics, Doctor of Philosophy - PhD, Mathematics at Concordia University

DEC, Sciences de la nature, DEC, Sciences de la nature at Cégep de Saint-Félicien

Stackoverflow

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Github Skills (12)

mathematics10

modulo10

mathematical10

modular10

modular-arithmetic10

math10

python10

forms10

maths10

algebra9

polynomials9

poly9

Programming languages (4)

HTMLGnuplotJupyter NotebookPython

Github contributions (5)

sagemath/sage

Mar 2021 - Feb 2023

Main repository of SageMath

Role in this project:

Back-end Developer

Contributions:80 reviews, 177 commits, 11 PRs in 1 year 11 months

Contributions summary:David primarily focused on implementing the initial framework and core components for a graded quasimodular forms ring within the SageMath library. The contributions involved creating a new class, `QuasiModularForms`, and its associated element class, `QuasiModularFormsElement`, defining the structure and algebraic properties of the ring. The developer also implemented fundamental methods for the class, such as `q_expansion`, `serre_derivative`, and `to_polynomial` to represent and manipulate the ring's elements, while supporting the use of different congruence subgroups.

DavidAyotte/drinfeld_modular_forms

Feb 2021 - Oct 2022

Contributions:2 releases, 60 commits, 72 pushes in 1 year 8 months

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