Data & Product Analyst

Turning complex data into actionable decisions

With a background in Product Management and Analysis, I bridge the gap between technical data systems and business operations. I focus on making effort to boost productivity, cut operational costs, mitigate compliance risks, and accurately forecast resource demands, ensuring the sustainable enterprise growth.

Technical expertise

Power BI

Snowflake

SQL

Excel

Python & ML

Professional People Skills

Collaboration

Communication

Problem Solving

Requirements

Stakeholder

Open to Work
Ted Dang Profile Photo
Featured projects

Analytical case studies

Risk Mitigation · Cost Cutting · ML Clustering

Global E-Commerce Optimization: Olist Case Study

60-hour end-to-end analysis on 100k+ orders from the Olist marketplace. Applied K-Means clustering to segment sellers into risk tiers, identified freight margin leakage, and built a delivery-delay satisfaction intelligence layer delivered as a Power BI executive dashboard.

Insight: Seller Risk Scoring Requires Both Dispatch Metrics and Customer Voice. NLP enrichment from review text adds a layer of early warning that SLA-only scoring cannot capture. Freight Leakage Lives in the Long Tail, Not the Average.

View Case Study
Predictive Modeling · EDA · Forecasting

Telco Customer Churn Prediction

Predicting customer churn for a telecommunications provider using historical subscription and usage data. Logistic Regression and Random Forest models identify high-risk customer segments, enabling proactive retention campaigns before churn events occur.

Insight: Predicting Churn Requires Behavioral Signals, Not Just Demographics. The strongest predictors in telecommunications are behavioral aspects like contract tenure and service bundle counts.

View Case Study
Cohort Analysis · Retention · Behavioral Data

Open University Learning Analytics

Cohort-level analysis of 32,593 student records from the Open University Learning Analytics Dataset (OULAD). Identifying engagement drop-off patterns, assessment submission behaviors, and predictors of student withdrawal to support early intervention strategies.

Insight: Non-submission is a withdrawal announcement — 92% of students who miss the first assessment deadline exit the course. VLE engagement diverges as early as week 3, giving a 6-week window to intervene before withdrawal becomes irreversible.

View Case Study
Experience

Professional track record

Feb 2025 - Present · Melbourne, VIC, Australia
Product Analyst
Cloak Solutions
  • Automated compliance and technical monitoring rules using SQL, reducing false-positive alerts by 15%.
  • Collaborated with stakeholders to build automated dashboards, reducing technical incident identification time by 25%.
  • Used Python and SQL to find patterns in past workloads and build a tool that forecasts busy times for better resource planning.
Sep 2024 - Feb 2025 · Melbourne, VIC, Australia
Intern
Cloak Solutions
  • Mapped out existing workflows to define how new digital tools should function and identified specific areas for process improvement.
  • Organized user testing sessions and tracked project tasks to ensure all stakeholder expectations were met during development.
Jun 2022 - Jun 2023 · Ho Chi Minh City, Vietnam
Product Management Associate
Shopee Express
  • Managed the technical integration of APIs with over 30 logistics partners to resolve warehouse backlogs and improve inventory flow.
  • Monitored and resolved Jira tickets for system features and event operations, maintaining a strict resolution window of 3 to 48 hours.
  • Achieved a 30% reduction in system downtime during peak sale events by coordinating feature rollouts and performing real-time troubleshooting.
  • Built operational dashboards to track logistics efficiency, which contributed to a 20% increase in team performance.
  • Analyzed feature usage data using Excel and SQL to identify underperforming tools, leading to a 15% reduction in operational costs.
  • Conducted User Acceptance Testing (UAT) to ensure platform stability and wrote technical documentation that improved new staff onboarding speed.
Nov 2019 - Jan 2022 · Ho Chi Minh City, Vietnam
Language Acquisition (ESL) Program Analyst
Worldkids International Preschool System
  • Conducted market research and gathered stakeholder input for language acquisition product development.
  • Analyzed data to understand the market preferences and customer needs in language acquisition.
  • Developed training programs for staff to support the successful launch of language acquisition products.
  • Collaborated with cross-functional teams for effective product development.
  • Ensured quality control in training programs and stayed updated on language acquisition trends.
Academic background

Education

Master of Information Technology (Information Systems)

Swinburne University of Technology, Australia

Master of Applied Linguistics (TESOL)

Benedictine University (USA), Vietnam Cohort

Let's work together

Open to data & product analyst roles

Available for entry-level to graduate positions in data analysis, product analysis, business analysis, and associate machine learning roles in Australia.

📧
teddang97@gmail.com
📞
+61 413 583 228
📍
Melbourne, Victoria, Australia