The Journey
A timeline of problems solved and systems built.
Building & Thinking
I’m looking for the next problem. I want to build systems that respect user privacy and actually work. I’m also diving deep into economics—understanding why the world works the way it does.
ML Security Engineer
The problem: How do you train AI on data you can’t see? I built a secure environment using mTLS and VPNs so we could do Federated Learning without moving the raw data.
Data Engineer
I built a pipeline to predict which students might drop out. It replaced manual spreadsheets with a real dashboard that helped staff act fast.
Masters in Data Science
I already knew how to build software. I went back to school to learn how to measure it properly—statistics, mining, and the math behind the models.
Moving to Australia
Left my comfort zone in Dhaka. Moving continents taught me more about adaptability than any code framework ever could.
Frontend Team Lead
We had a platform with 100K+ users that was too slow. I led the team to fix it—cutting load times in half. This is where I learned that performance is a feature.
Software Developer
My start. I built ERP modules. It wasn’t flashy, but it taught me that business logic and data integrity are the backbone of everything.
The Realization
I realized code is just a tool. The real systems that control our lives are economic and social. I decided I needed to understand both.