I am an emerging Data Analyst with a unique background in Business English instruction, where I spent eight years developing strong analytical thinking by evaluating learner performance, identifying patterns, and improving outcomes through data-informed decisions. My experience working with diverse professionals strengthened my ability to understand stakeholder needs and translate them into practical solutions. I now combine these people-centered skills with technical abilities in SQL, Excel, and data visualization to support data-driven decision-making and performance improvement.
Overview
5
5
years of professional experience
Work History
Data Analyst (Volunteer)
ZAUG PROPERTIES
08.2025 - 10.2025
Worked with management and business stakeholders to support revenue and tenant payment decisions.
Analyzed transactional tenant payment and financial data extracted from Xero.
Processed and analyzed over 1,000 transaction records covering April 2024 - June 2025.
Tracked metrics including payment compliance, payment timeliness, revenue trends, and customer value segmentation.
Identified patterns in late payments, high-value customer segments, and inefficiencies in manual reconciliation.
Delivered insights through 3 Power BI dashboards and executive summaries.
Reduced manual reconciliation time by 40% and reporting time by 80% through automation.
Online Business English Instructor
BERLITZ
05.2021 - Current
Worked with professionals from more than 20 countries and corporate clients (Apple, Oracle, AMD).
Supported in refining business communication skills in key business scenarios such as emails, presentations, and meetings, enabling smoother knowledge transfer and boosting team productivity in multinational settings.
Analyzed student performance ratings and qualitative feedback data.
Analyzed data from 400+ teaching sessions.
Tracked student satisfaction, lesson effectiveness, and learning outcomes.
Identified learner behaviour patterns and preferences.
Improved lesson customization effectiveness by 30% and student satisfaction by 20%.
Business Analyst Trainee
BRAINNEST
08.2021 - 09.2021
Worked with a global team of five trainees on real-world business case projects.
Worked with small-to-medium structured datasets typical of business case analysis.
Identified improvement opportunities and developed data-driven recommendations.
Successfully completed all projects and received a letter of recommendation for performance and initiative.