Built and maintained automated data pipelines in Python to ingest, clean, and validate healthcare platform datasets across multiple business units.
Developed and scheduled data validation scripts and alerting systems to flag anomalies in patient booking and transaction data, improving data quality and trust across teams.
Boosted customer conversion by 15% through redesign and development of reusable, user-friendly UI/UX components for the health platform.
Delivered automated dashboards and reports to business stakeholders to support daily and monthly reporting cycles.
Frond-end Software Engineer Intern
Luci.AI
Toronto
04.2022 - 08.2022
Developed data dashboards using Leaflet and JavaScript to visualize location-based risk factors and interaction trends.
Used Python and SQL to manage location datasets, generate health-risk summaries, and support weekly reporting deliverables.
Collaborated with the backend team to ensure accurate, consistent data delivery across UI and backend services using Node.js and MongoDB.
Software Engineering Intern
Beijing Jingmeng Era Technology Co., Ltd.
Beijing
09.2021 - 04.2022
79% reduction in user wait time and 85% cut in manual service costs achieved through revamping the material management system. Streamlined purchase process for efficiency.
Reduction in response time achieved through the implementation of real-time monitoring and early warning systems for network equipment and monitoring items, optimizing operational efficiency..
Over 92% of fraudulent messages filtered and user security fortified through the development and deployment of server-side spam detection algorithms for SMS, phone calls, and user behavior.
Education
Bachelor of Science - Mathematics&Statistics And Computer Science
McMaster University
Hamilton
04-2024
Skills
Python (pandas, numpy, seaborn, matplotlib)
SQL (PostgreSQL)
JavaScript
Java
C
Excel (advanced formulas, PivotTables)
Accomplishments
Patent: A Training Method for Visual Stimulation of Children with Loneliness Symptoms Based on VR Interaction Technology
Using OpenGL for 3D modeling and Unity for interactive content creation, covering machine learning, differential privacy, and VR glasses construction.
Constructing dynamic virtual game scenes with preset methods, adjusting difficulty based on user performance, and enhancing interaction through Unity’s voice recognition.
Enabling user interaction with virtual avatars in VR, synchronizing expressions, language, and movements through machine learning for improved accuracy.
Affiliations
Ant SimulationProject
Link: https://github.com/Olivia877/AntGame
Developed a simulation game in Java using finite state machines to model ant behavior, including food collection, obstacle navigation, and dynamic thirst cycles.
Implemented user-configurable ant colony setup through the placement of the ant hill, with options to start, halt, and reset simulations.
Timeline
Data Analyst / Full-Stack Engineer
Sunyard Technology Co., Ltd
06.2024 - 06.2025
Frond-end Software Engineer Intern
Luci.AI
04.2022 - 08.2022
Software Engineering Intern
Beijing Jingmeng Era Technology Co., Ltd.
09.2021 - 04.2022
Bachelor of Science - Mathematics&Statistics And Computer Science
Sales Development Representative at Bluewave Technology Group (formerly AVAIL Technology Solutions)Sales Development Representative at Bluewave Technology Group (formerly AVAIL Technology Solutions)
Vice President of Client Services at Orion Advisor Technology (Redtail Technology)Vice President of Client Services at Orion Advisor Technology (Redtail Technology)