Hello, I'm Supratim!
For over two decades, I have worked across AI, data science, engineering, and software products - designing and building systems, leading teams, and delivering software that works in the real world.
What I Do
I design and build AI-driven products and platforms - from predictive models to production-grade ML systems. My work spans strategy, architecture, and execution, connecting data science, engineering, and product thinking into cohesive systems that solve meaningful problems.
This work includes:
- Applied machine learning, including generative and agentic AI
- Data platforms, pipelines, and experimentation systems at scale
- Translating ambiguous problems into well-designed, working software
Where I've Made an Impact
| Commonwealth Bank | Leading AI, Data and Decision Science initiatives across verticals |
| Cricket.com | Built Criclytics - a prediction engine delivering industry-leading match forecasting accuracy |
| Oracle | Architected hybrid cloud + billing, order and revenue management, and predictive analytics solutions across telecom clients globally |
| Amdocs | Led engineering teams shipping activation and revenue management products |
Domains
Banking · Finance · Sports Analytics · Telecommunications · Online Retail · Gaming
Writing
I write about software, AI, systems thinking, and lessons from building real products over many years. The blog is a place where I think in public and document what experience has taught me.
New posts are added as ideas and experiences accumulate.
Let's Connect
If you are working on interesting problems in AI, data, or systems, or simply want to exchange ideas - please feel free to reach out.