Maverick Wong | Data and Analytics Engineering

Maverick Wong

Data and Analytics Engineering

About

Managing large scale data operations for Fintech - Payments, Digital Twin and/or Asset Management, and Manufacturing

Skills

Projects

Data Output and Process - Samples

Here are some sample screenshots I have created throughout my career in analytics and data engineering. I am responsible of developing and deploying the tools, processes and dashboards.

Data Transformation - Template

Here is a template for deploying large and scalable data transformation using SQL and DBT. This can be used for multiple cloud data warehouses including: Databricks, Snowflake, AWS Redshift, Azure or Fabric, so on...

Data Engineering - Medallion or ELT Architecture Template

Here is the template for deploying medallion architecture inside multiple cloud providers and servers. This is a combination of cloud deployments and/or open source deployment.

Data Engineering - ETL Architecture

Here is the template for deploying ETL processes. Navigate inside the github link to know more about the project.

Guidelines for Coding, Processes and Automation

This is more of a guideline for me, as I create my applications, automations and data processes.

Spotify Analysis

Navigate inside the github link to know more about the project.

Local LLM through Ollama

Navigate inside the github link to know more about the project.

Templates or standard for creating projects on this website.

Experience

2019 - 2022

Digital Transformation Specialist

- Developing and managing digital and technical solutions for the entire Australia PH structures business unit.

2022 - 2024

Data Engineering at Willow

Developed end-to-end data pipelines using Python and Apache Airflow to ingest, transform, and process heterogeneous datasets including IoT sensor data, 3D digital twin models, CSV, and Parquet files across multi-cloud infrastructure (SharePoint, Databricks, Azure). Implemented ETL workflows managing 3+ million square feet of facility data for enterprise clients. Developed analytical dashboards and optimized data processing through advanced Python libraries, enabling construction lifecycle monitoring and operational intelligence.

2024 - 2025

Azure Data Engineering at Wimmer

Established data engineering operations as founding hire, architecting Azure cloud infrastructure and security frameworks. Led technical implementation of enterprise projects using Azure Fabric, developing ETL pipelines with Python/DBT, and creating Power BI analytics. Implemented comprehensive security including Entra ID, RBAC, PIM, and GDPR compliance. Mentored senior engineers on cloud governance and best practices.

2024 - Present

Data Engineering - Data Lead at Bluedrive

Architected automated data pipeline processing 55+ million payment transactions from 16 PostgreSQL sources using AWS S3/Redshift, Airbyte for ingestion, DBT/Python for transformation, and Airflow orchestration. Implemented real-time monitoring with Kafka and ELK stack for multi-provider payment tracking. Integrated generative AI for fraud detection and operational chatbots. Mentored engineering team on data infrastructure deployment.