Sep 2024 - Present
Honours Thesis
University of British Columbia
- Performed a comprehensive literature review to inform and support research and thesis development.
- Developed a custom tool leveraging Langchain and LLM Agents to streamline workflow processes.
- Conducted offline A/B testing with the tool, resulting in the creation of a fully functional prototype.
Sep 2024 - Present
Directed Studies Research
University of British Columbia
- Created an object-detection dataset using Roboflow to enhance model accuracy
- Trained and evaluated a high-performance model using the YOLO architecture, achieving
significant improvements in detection metrics.
- Successfully integrated the trained model into a user-friendly Object Detection application,
enhancing functionality and user experience.
Sep 2022 - Present
Undergraduate Teaching Assistant
University of British Columbia
- Assisted students in laboratory sessions for Introduction to Programming in the CMPS
(Computer Science, Mathematics, Physics, and Statistics) department, fostering a supportive
and effective learning environment.
- Conducted office hours to provide students with personalized guidance and clarifications,
enhancing their understanding and confidence in programming concepts.
- Evaluated student performance by consistently grading exams, tests, and assignments,
offering detailed feedback to highlight mistakes and areas for improvement, thereby
facilitating significant learning progress.
May 2024 - August 2024
Data and Automation Intern
First Capital REIT
- Facilitated the successful migration of data and tasks from the MAGIC platform to
Informatica by
documenting SQL-related entries for a Business Unit transfer program.
- Executed data uploads to JD Edwards using SSMS (SQL Server Management Studio).
- Streamlined and automated processes using Automation Anywhere, Power Automate, SharePoint,
and
additional tools, enhancing operational efficiency.
- Supported the IT team with ad-hoc duties and projects as assigned.
Oct 2023 - Apr 2024
Undergraduate Research Assistant
University of British Columbia
- Conducted comprehensive research on the effectiveness of healthy eating games and apps,
providing valuable insights that informed the application’s features and design.
- Designed an intuitive and user-friendly UI/UX for a web application, empowering users
to
make sustainable grocery choices, resulting in increased user engagement and satisfaction.
- Developed a robust web application using the MERN stack (MongoDB, Express.js, React,
Node.js), enhancing functionality and improving user experience.
- Successfully created and deployed the application on Android, expanding its accessibility
and user base, leading to broader adoption and positive user feedback.
May 2023 - Aug 2023
Undergraduate Research Assistant
Hochschule Bonn-Rhein-Sieg
- Conducted a meticulous literature review on touch-based continuous authentication, adhering
to scientific standards and providing valuable insights that informed further research
directions.
- Developed and deployed a functional prototype application using Node.js and
React for
touch data collection on mobile devices, facilitating effective data gathering
- Executed a pilot study analyzing touch gestures across diverse application contexts,
revealing critical insights into their differences and presenting findings using
Python
dependencies and Jupyter Notebook
Aug 2022
Software Engineering Virtual Experience Program Participant
Walmart Global Tech
- Developed a novel version of a heap data structure in Java for Walmart’s shipping
department, showcasing strong problem-solving and algorithmic skills.
- Designed a UML class diagram for a data processor, considering different operating modes and
database connections.
- Created an entity relationship diagram to design a new database accounting for all
requirements provided by Walmart’s pet department.
July 2022
Software Engineering Virtual Experience Program Participant
JP Morgan Chase & Co
- Used JPMorgan Chase’s open-source library called Perspective to generate a live graph
that displays a data feed in a clear and visually appealing way for traders to monitor.
- Fixed broken files in the repository to make web application output correctly.
