From building front-end interfaces to shipping full-stack systems and researching AI — here's how each role has shaped me as an engineer. Starting with where I am today, trace the path back to where it all began.
May 2026 – PresentCurrent
Advertising AI Algorithm Engineer Intern
Huawei Singapore
Singapore
Constructing multi-modal representations of advertisements for recommendation engines using open-source pre-trained models.
Multi-modal AIRecommendation SystemsPython
Dec 2025 – Mar 2026
Student Research Assistant
Singapore Management University (SMU)
Singapore
Verified and validated data for a data-science and machine-learning approach to predict semiconductor material properties.
Performed data cleaning, pre-processing and context-aware imputation on sparse datasets exceeding 16,000 rows.
Worked autonomously in a remote, part-time role — independently mastering new concepts and tools while consistently meeting deadlines.
Machine LearningData SciencePandas
May 2025 – Aug 2025
Full-Stack Developer Intern
Agency for Science, Technology and Research (A*STAR)
Singapore
Designed the data schema and built validated back-end processes ensuring system security and data integrity for a SaaS development tool.
Implemented a modular UI for a graph-based, low-code drag-and-drop AI orchestration tool used to build, organise and visualise custom data pipelines.
Planned, integrated and published a live-data recommendation system that drove client adoption and contributed to a $500K enterprise contract.
ReactNode.jsPostgreSQLLow-code AI
May 2024 – Aug 2024
Front-End Web Developer Intern
Infollective Solution Co
Malaysia
Collaborated closely with a 9-member development team to link back-end services to a Next.js front-end.
Created reusable UI style templates and conducted A/B testing to refine the user experience.