Personal studio · Singapore

JBrien
Barcoma.

Designer and maker focused on data science & analytics.

I use this corner of the internet to learn in public, connect unlikely interests, and let unfinished ideas find their shape.

Architectural design Data engineering AI automation Robotics Curious making

01 / Selected work

Making data
tell a useful story.

Three projects from the ongoing practice: asking better questions, shaping messy material, and making the result understandable.

Dashboard from the coffee vending machine sales analysis 02

Python · Business analytics

Coffee Vending Machine Sales

A practical case study turning transaction data into decisions for a small vending business.

View the case study
System flowchart for a cloud data engineering pipeline 03

Docker · Kafka · Spark · Azure

Data Engineering Pipeline

An end-to-end experiment moving streaming data through a containerised pipeline into an Azure lakehouse.

View on GitHub

In the lab

Small tools,
real questions.

Working software and notebook ideas. Some are useful now; others are still being allowed to simmer.

Live experiment

Customer Sales & ML Dashboard

Streamlit · Sales analysis · Machine learning

Notebook idea

Forex Price Checker

Exploring the shape of it.
Planned

Notebook idea

Weather Forecast App

Waiting for a useful angle.
Planned

02 / Field notes

Thinking aloud,
one experiment at a time.

Notes on building, learning, and finding out what the technology is actually good for.

Visit the full notebook
JBrien Barcoma in Asakusa with Tokyo Skytree visible behind him Asakusa · one stop along the way

03 / About

A generalist
by design.

I’m JBrien Barcoma, a designer and maker based in Singapore with a focus on data science & analytics.

My experience crosses architectural design, project and operations management, and biotech and aerospace manufacturing. I like the moment when different disciplines begin speaking to each other.

This website is my public workbench: part portfolio, part learning log, and always a work in progress. The archive keeps the earlier versions visible because the path matters too.

04 / Side quests

Other rooms
in the workshop.

Hobby portfolios and subject-specific experiments. Some are rough, some are dormant, and all are part of the map.