Hey! My name is TJ.A data scientist with experience in modelling, NLP and MLOps. I like using my background in math and statistics to build tools and products that solve problems both elegantly and effectively. My current tech stack includes Python, Scikit-learn, LangChain, PyTorch/TensorFlow, Pandas, Azure ML and Docker/Kubernetes.In my free time I like to enjoy a cup of coffee, going on photography walks, exploring new places on my bike, and playing soccer with strangers on Sunday nights.Based in Toronto.
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Data ScientistSwiss Re Sep 2023 - Jan 2024Toronto, 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 -
Graduate Teaching AssistantUniversity Of Toronto Department Of Statistical Sciences Sep 2022 - Apr 2023Toronto, 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 -
Computer Algebra ResearcherWestern University May 2021 - Sep 2021London, 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 -
Software Development InternMaplesoft May 2020 - Oct 2020Waterloo, 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
Tj Ayoub Skills
Tj Ayoub Education Details
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Statistics -
Honours Applied Mathematics
Frequently Asked Questions about Tj Ayoub
What is Tj Ayoub's role at the current company?
Tj Ayoub's current role is Data Scientist @ Swiss Re | Statistics (MSc).
What schools did Tj Ayoub attend?
Tj Ayoub attended University Of Toronto, Western University.
What skills is Tj Ayoub known for?
Tj Ayoub has skills like Leadership, Matlab, Teamwork, Adobe Premiere Pro, Maple, Java, Python, R (Programming Language, Computational Fluid Dynamics, Scikit Learn, Xgboost, Css.
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