Hi, I'm Edmund
Data & Software Engineer
Every dataset has a story, and every system is a canvas. I bring both together by building the software and data pipelines that turn complexity into clarity. Clean code, scalable design and real impact.
Every dataset has a story, and every system is a canvas. I bring both together by building the software and data pipelines that turn complexity into clarity. Clean code, scalable design and real impact.
With over 5 years of experience as a Data & Software Engineer, I design and build systems that turn complex data into reliable, usable products. My work bridges data engineering and software development, helping businesses unlock insight, efficiency, and scale.
My toolkit spans a wide stack:
I thrive in environments where I can leverage data to solve complex problems and create meaningful impact. My approach combines technical excellence with business acumen to deliver solutions that drive real value.
Here are some of my recent projects. Click on any to view the source code and details.
A scalable real-time data processing pipeline using Kafka and Spark Streaming for processing millions of events per second.
Centralized feature store for machine learning teams to share, discover, and reuse features across projects.
Modern cloud data warehouse solution with automated ETL pipelines and BI integration.
Short, practical posts on data engineering, software craft, and systems that scale. Hacks and tips for everyday wins plus deeper write ups when a topic deserves it.
Real world posts on life and career plus short, hands on hacks. Expect templates you can copy, focus habits that help you ship, and simple diagrams you can share.