Yi Xuan.

I am a backend software engineer with a keen interest in building AI/ML pipelines.

I’m dedicated to expanding my expertise in data science and AI, with a focus on applying what I learn in practical, impactful ways.

About Me

At my current role, I work as a software engineer in a scrum team developing a timesheet app. I develop and maintain AWS Lambda APIs for web and mobile applications and manage CI/CD pipelines using various tools. My focus is on ensuring code is well-documented, organised, and thoroughly tested with Jest. Key projects include migrating to a new backend design and improving database architecture. I’m also pursuing a part-time Bachelor of Science in Mathematics to deepen my understanding of machine learning and AI. Previously, I studied computer science, gaining expertise in algorithms, data structures, and software engineering. In my free time, I experiment with personal software projects and spend time with family.

Education

University of Exeter

Certificate of Higher Education Accounting and Finance

Sep 2016 - Jun 2017

Distinction

United Kingdom
  • Dean's commendation

University of Adelaide

Bachelor of Computer Science (Data Science)

Jul 2018 - Jul 2021

GPA 6.75/7

Australia
  • Executive Dean's Recognition of Academic Excellence award - 2019

Singapore University of Social Sciences

Bachelor of Science in Mathematics

Jan 2023 - Present

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Singapore

    Courses & Certifications

    Cognixia

    SharePoint + .NET

    2021

    Scrum Alliance

    Certified ScrumMaster

    2023

    Technical

    Languages

    • Python
    • TypeScript
    • C++
    • C
    • Bash

    Data science, ML & AI libraries

    • Numpy
    • Matplotlib
    • ScikitLearn
    • PyTorch
    • Pandas
    • Apache Spark

    DevOps

    • Docker
    • Drone
    • Gitlab
    • Conda

    Database

    • MySQL
    • DynamoDB

    Backend libraries, frameworks and tools

    • Flask
    • Swagger
    • AWS Lambda

    Cloud platforms

    • Amazon Web Services

    Testing Frameworks

    • Jest

    Career

    Experience

    ST Engineering

    Software Engineer

    Permanent Full-time

    Apr 2022 - Present

    Singapore