Experience & Skills

Creating impact through business and technology

I bring together business strategy, experimentation, and applied AI to turn data into practical solutions and measurable business impact.

Education

Singapore Management University | Aug 2025 - Dec 2026

Master of IT in Business (AI Track)

  • Programme core: Statistical Thinking for Data Science, Computational Thinking with Python, Spreadsheet Modeling.
  • Track core: Applied Machine Learning, Algorithm Design and Implementation, AI and Uncertainty Reasoning, Query Processing and Optimisation.
  • AI Electives: Machine Learning Engineering, Generative AI with LLMs, Natural Language Processing for Smart Assistants, Agentic AI for Intelligent Autonomy.
  • DSA Electives: Applied Data Science in Operations, and more (to be updated as I progress).

University of Economics Ho Chi Minh City | Aug 2015 - May 2019

Bachelor's in International Business

  • Coursework: International Marketing, Sales Management, Strategic Management, Operations & Supply Chain Management, International Business Simulation, etc.

Professional

HP | May 2026 - Now

Data Science Intern · Printing & Transactional Quality

  • Develop an AI agent to detect telemetry and customer sentiment issues, enabling product engineering teams to investigate, escalate, and take timely action.
  • Build Power BI dashboards backed by Databricks to track monthly printer rejection rates and installed-base trends, supporting issue investigation and trend analysis.

Singapore Management University | Nov 2025 - May 2026

AI & Automation Project Lead · Admission Team, Lee Kong Chian School of Business

  • Automated and optimized student data workflows using Excel VBA and Power Automate, cutting manual processing time by 80% and improving operational efficiency.
  • Built and maintained Power BI dashboards consolidating student profiles across 8 academic programs.

Shopee | Jun 2021 - Aug 2025

Senior Business Intelligence Analyst · BI & Planning Team, Marketing & Operation

Business Intelligence Analyst · BI & Planning Team, Marketing & Operation

Data Analyst · Online Marketing Team

  • Monitored operational logistics processes & expenses to consistently achieve order and cost targets.
  • Led cross-functional analyses in Marketing, Logistics, Seller Retention and Monetization, driving a 25% increase in seller adoption and a 50% uplift in platform revenue.
  • Conducted A/B testing to validate key marketing strategies, improving order conversion by 20%.
  • Controlled logistics reconciliation process, delivering reporting accuracy for high-impact business decisions.
  • Designed and implemented structural enhancements to core data tables (millions of rows, 100+ metrics), enhancing metric consistency, scalability, and clarity.
  • Automated manual workflows with SQL and Python, saving 10+ hours weekly and boosting team efficiency.
  • Mentored 2 junior BI analysts on technical and project skills, increasing their productivity by 30% and enabling them to independently manage complex analyses.

Amorepacific | Sep 2020 - Jun 2021

Digital Marketing Specialist · Digital Team

  • Monitored campaign performance across Shopee, Lazada, and Tiki, contributing to a 30% uplift in monthly sales.
  • Optimized budget allocation and digital sales strategies, achieving ROAS of up to 900%.
  • Executed brand campaigns (Laneige, Sulwhasoo, Innisfree), boosting online visibility and customer engagement by 30%.
  • Analyzed campaign data to provide actionable insights, helping refine marketing campaign and promotional effectiveness.
  • Controlled marketing budgets to consistently hit sales targets while minimizing costs.

Mindshare | Jun 2018 - Sep 2020

Digital Performance Specialist · Biddable Media Team

  • Optimized $500K+ media budgets for FMCG and e-commerce clients, improving campaign efficiency by 20% with data-driven experimentation.
  • Designed and tracked metrics for e-commerce and FMCG brands, aligning execution with business and marketing goals.
  • Collaborated with regional teams and clients to develop media strategies, improving brand awareness and conversion rates.

Toolkit

Skills that power my work

Hands-on with analytics engineering, experimentation, and marketing operations tooling so I can translate strategy into dashboards, models, and action.

Technical Skillset

  • Programming & Querying: Python, SQL (Microsoft SQL Server, Presto).
  • Cloud & Data Platforms: AWS (EC2, S3, RDS, Aurora), GCP (BigQuery, Cloud Storage), Hadoop, Scala.
  • Data Science & Machine Learning: Regression, Classification, NLP, Deep Learning, TensorFlow, Scikit-learn, Pandas, NumPy, etc.

Analytics & BI Skillset

  • Power BI and Tableau storytelling for data-driven decision-making.
  • Advanced Excel for key business insights, monitoring dashboards, and quick action.
  • Experiment design & measurement for campaign evaluation and optimization.

Languages

  • English (professional proficiency).
  • Vietnamese (native).
  • Chinese (beginner · started Oct'25).

RESUME

Download my full resume and supporting materials

Includes detailed experience bullets, leadership highlights.