Question Pair Duplicate Detection
Develop a question pair meaning prediction model
Hi, I’m Xun Yang,
I am an inquisitive and meticulous undergraduate at NUS majoring in Business Analytics with a strong passion for data and technology.
Education
Bachelor of Science in Business Analytics
National University of Singapore
2020 - 2023
Exchange Programme - Big Data
Yonsei University
2022 - 2023
Diploma in Information Technology, Business & Data Analytics
Ngee Ann Polytechnic
2015 - 2018
Work Experience
Data Engineer
SAP
Oct 2023 - Current
Security and Resilience Intern
Ministry of Finance
Nov 2022 - Dec 2022
Data Scientist Intern
PSA Corporation Limited
May 2022 – Oct 2022
Business Analyst Intern
Motorist PTE LTD
May 2021 – Oct 2022
Data Analyst Intern
PSA Corporation Limited
Mar 2017 – Aug 2017
Projects
SGX Securities Data Pipeline
Collects and transforms data from diverse sources into actionable investment insights for professionals
Expense Tracking with Telegram and Google Sheets
Streamline expenses tracking process with a custom Telegram bot that automatically populates Google Sheet with user input
Web App with Firebase and Vue
One-stop web app to address common parking-related challenges for motorists in Singapore
Automated Validator Tool
The validator tool evaluates ML models for fairness, performance, statistical validity, and transparency. It has a web-based interface for uploading data, selecting models, and generating reports and visualizations
NLP with Instagram Post
Develop a program to scrape Instagram influencer posts and accurately classify them as sponsored or non-sponsored
E-commerce-Sales-Analysis
Analyze e-commerce sales data in a Brazilian online marketplace
Library Mangement System
Build a comprehensive library management system with Flask and MongoDB
LTA Data Mining
Automate extraction of information from LTA's PDF files, convert it to Tabula format, and upload it to a Google Sheet
Scrape & analyze sentiment of r/WSB stock tickers
Scrape r/wallstreetbets subreddit, extract popular stock tickers, and perform sentiment analysis on them.
Time Series Analysis
Conduct ARIMA and VAR analysis on sales data