Any Kwok

Business & Data Analyst · Auckland, New Zealand
Master of Business Data Science graduate
with a background in computer science, accounting, and cross-border operations.

Database Design

MongoDB Scalable
Song Database

MongoDB Song Database

Designed and built a scalable NoSQL database in MongoDB using a 498,000-track Spotify dataset — covering document modelling, indexing strategy, and query design for a music player application.

About Me

I am an analytical, detail-oriented professional based in Massey, Auckland, with a focus on data analysis and business analysis — building data pipelines, writing SQL, and translating complex findings into clear outputs that support real business decisions.

I recently completed a Master of Business Data Science with Distinction at the University of Otago. My thesis involved designing and evaluating a semi-automated brand-exposure detection pipeline, integrating computer vision and machine learning at scale. My IT and data analysis experience has been built through academic projects and coursework, and I am actively seeking my first professional role in this field.

My broader professional background spans over ten years in accounting and operations, primarily with firms in Hong Kong, with part-time experience in Japan and New Zealand. I speak Cantonese (native), Mandarin (fluent), and Japanese (JLPT Level 1), and am comfortable working in multicultural and regulated business environments.

Education

  • Master of Business Data Science (Distinction) — University of Otago, 2025–2026
  • BSc in Computer Science (minor: Game Programming) — Massey University, 2022–2024
  • Higher Diploma in Contemporary Japanese — CUHKSCS, 2008–2010

Certifications

  • LCCI Level II — Bookkeeping & Accounts
  • Xero L1 Associate & L2 Professional
  • Japanese Language Proficiency Test — Level 1

Skills

Data & Reporting

Python (Pandas, OpenCV) SQL / MySQL MongoDB / NoSQL Power BI & DAX Excel (advanced) Data visualisation

Computer Vision & ML

YOLOv11 & YOLO-World OCR (EasyOCR) CLIP — zero-shot Pipeline design Julia (ML & analysis)

Business Analysis

Process mapping Gap analysis Feasibility & cost-benefit studies Requirements gathering Stakeholder communication

Accounting Systems

Xero (L1 & L2) MYOB ABSS

Languages

Cantonese — native Mandarin — fluent Japanese — JLPT Level 1