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Audio

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Audio Recording

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Freelancer Overview

I am an Applied Computing (Fintech) undergraduate with hands-on experience working with structured and unstructured data in both academic projects and internships. While building an AI tutor chatbot over my course PDFs, I had to carefully select, chunk and verify educational content so that the model’s answers stayed grounded in the source material and cited the correct pages. In my Smart Bus Journey Dashboard and Singapore Travel Itinerary Planner projects, I designed database schemas, cleaned raw inputs, validated labels such as bus routes, stop IDs, attraction categories and user preferences, and tested outputs against real world expectations. This has made me very comfortable with repetitive, detail-heavy work where accuracy matters. Professionally, my internship at the Monetary Authority of Singapore’s FinTech and Innovation Group trained me to work with large external datasets from platforms like PitchBook and Tracxn, cross-check numbers, and prepare clean data for analysis and automation using Excel and UiPath. Across my studies and work, I have developed a habit of following detailed guidelines, documenting edge cases and communicating clearly in writing. I am confident I can deliver high quality, consistent annotations for AI training, especially on topics related to finance, fintech, accounting, travel and general business content.

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Work History