Tj Ayoub Email & Phone Number

Toronto, On, Ca

Toronto, Ontario, Canada

• Migrated a suite of NLP models from local servers to Azure ML• Built out a CI/CD pipeline to integrate models into existing production infrastructure and monitor data drift • Collaborated with senior team members to scope new projects and build proofs of concept (with LangChain and Hugging Face)• Maintained, optimized and fine-tuned existing production models, improving discrimination capabilities

Toronto, Ontario, Canada

• Conducted weekly office hours available to over 800 students, assisting 10 students per session on average• Led weekly tutorials, creating comprehensive material, guiding a group of 53 students through problem-solving exercises and discussions• STA237, STA302

London, Ontario, Canada

• Designed a computational algorithm to identify and exploit symmetries in linear differential equations, resulting in a streamlined approach that reduced complexity compared to traditional methods• Collaborated with a fellow student researcher to extend the developed methodology to non-linear differential equations, successfully extending exploits to over 70% of the tested non-linear cases

Waterloo, Ontario, Canada

• Led the enhancement of Maplesoft’s math engine by extending the functionality related to the LambertW function, enabling complex expression to be simplified efficiently• Created a pattern matching algorithm that analyzes user input and intelligently applies simplifications• Published a research paper on the algorithm’s design and performance, presenting the work at SYNASC 2020, highlighting its novel approach

Master Of Science - Ms, Statistics

• cGPA: 4.00/4.00 • Relevant courses listed below in the courses section

Bachelor Of Science (Bsc), Honours Applied Mathematics

Activities and Societies: Science Students' Council, Western Formula Racing• cGPA: 94.2/100 • Relevant courses listed below in the courses.