Yong Xuan Au

Customer-oriented Wait Staff Member with experience in service industry. Excellent interpersonal communication skills with focus on guest satisfaction when interacting with patrons. Licensed for preparation and sale of alcoholic beverages, bar procedures and liquor laws. Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.

Improved from F9 in A Math at the start of Sec 4 to A2 in O Levels

Received Best in Chinese Language Award

Received Most Improved Award

Academic Projects Year 1 Year 2

In resumes, especially for technical roles, it's essential to strike a balance between depth and conciseness. You want to showcase your skills and accomplishments without overwhelming the reader. Here are some guidelines:

• Focus on Key Achievements: Highlight the outcomes or impact of your projects (e.g., “automated pipeline reduced manual workload by X%”).
• Use Bullet Points: This improves readability.
• Tailor to the Job: Emphasize skills that align with the role you're applying for.

That said, I can expand each project with more technical details or outcomes, while keeping it concise enough for a resume. Here's an enhanced version:

• Python Game
  Developed a Python-based turn-based game where players choose characters and cast spells/attacks.
  Skills: Python programming, OOP, game logic, user interface design.
• Data Visualization with KNIME
  Analyzed multiple datasets, designed visual reports, and generated insights using KNIME workflows.
  Skills: Data analysis, KNIME, data visualization, workflow automation.
• Logic and Math (LOMA) Project
  Applied math algorithms to real-world problem-solving, leveraging strong mathematical reasoning skills from A Math background.
  Skills: Math algorithms, logical reasoning, computational problem solving.
• Music App Design (Adobe XD)
  Designed a prototype of a music streaming app with a focus on user-centric design and interaction.
  Skills: UI/UX design, prototyping, Adobe XD.
• eCommerce Website Development (HTML, CSS, Java)
  Developed an eCommerce website featuring product listings and cart functionality, connected to a MySQL database.
  Skills: Web development, HTML/CSS, Java, MySQL, database management.
• MySQL Database Design and Querying
  Designed relational database schemas, optimized queries, and performed data normalization for a sample business application.
  Skills: MySQL, schema design, SQL query optimization, database normalization.
• Python Data Structures & Algorithms
  Built algorithms for sorting and searching, manipulated pandas dataframes, and solved complex problem sets.
  Skills: Python, algorithms, data structures, pandas, computational efficiency.
• Environment-Friendly Home Networking (AWS)
  Designed an eco-friendly home network layout, selecting optimal routers, servers, and AWS services for sustainable and efficient operations.
  Skills: AWS architecture, networking, sustainability in tech.
• Automated Data Pipeline (AWS)
  Designed and implemented an automated data pipeline using AWS services. Processed JSON files uploaded by users, integrated with Athena, and connected to Power BI via AthenaODBC for real-time analytics.
  Skills: AWS (S3, Lambda, Athena), data pipeline automation, JSON processing, Power BI integration.
• Data Cleaning and Visualization (Python)
  Performed extensive data cleaning and exploratory data analysis using pandas. Conducted missing data tests and handled imputation or deletion with justification. Built machine learning models and visualized results using matplotlib and seaborn.
  Skills: Python (pandas, matplotlib, seaborn), data cleaning, data visualization, machine learning, clustering.
• Quantitative Analysis (Excel)
  Conducted statistical analyses using Excel, including hypothesis testing, ANOVA (one-way, two-way), and Chi-Square tests. Provided actionable insights based on the results of these tests for business decision-making scenarios.
  Skills: Excel, hypothesis testing, ANOVA, Chi-Square Test, statistical analysis.
• Data Warehouse and Business Intelligence (Alteryx)
  Designed data warehouse schemas and workflows based on business needs. Utilized Alteryx for ETL processes and workflow automation to create data pipelines for business intelligence.
  Skills: Data warehouse design, schema selection, Alteryx, ETL, workflow automation.