Start with the real question.
The best first step is understanding what needs to change, who will use the result, and what good looks like.
About / The person behind the code
A curious mind.
A practical streak.
I’m Shubham. I connect business questions, data and Python to build things that make everyday work a little easier.
Shubham BehlPython developer · Analytics foundation
01 / The story so far
Different experiences.
One connecting thread.
Business development taught me to ask what people actually need. Linux administration took me closer to the systems behind the screen. Business analytics showed me how much clarity good data can create.
At Cambrian College, I studied Business Analytics and Cybersecurity, and worked on institutional reporting and interactive dashboards. Those experiences shaped a practical way of thinking: understand the question, examine the inputs, and make the result useful.
My Python projects started with that same curiosity — connecting APIs, comparing prices, composing messages and building an adventure game. I enjoy the moment when separate pieces become one working experience.
The mission
Make the useful thing. Explain it clearly. Keep improving it.
02 / What shapes my work
A little context
goes a long way.
Respect the messy details.
Missing values, unreliable APIs and edge cases are part of the work. Useful tools should handle them honestly.
Make it understandable.
Readable code, clear interfaces and useful documentation make a project easier to maintain and build on.
03 / A foundation in more than code
Business thinking.
Technical curiosity.
Each part of my background adds a different lens to the same problem.
Understanding needs, communicating clearly and connecting ideas to practical outcomes.
Working with servers, command-line tools and the systems that support applications.
Postgraduate certificate, Cambrian College. Data modelling, reporting and visualization.
Postgraduate certificate, Cambrian College. A stronger understanding of systems and security.
APIs, data workflows and interactive projects — learning by making things work.
A good place to start