I've been speaking with MD Rahman, a Data Analyst, Full Stack Developer and ML Engineer currently based in London and working at Dishoom Ltd, the well-known hospitality group. MD brings 17 years of experience to the table, spanning data analysis, full-stack development and machine learning, and from our conversations he comes across as thoughtful, technically grounded and genuinely enthusiastic about the work he does. He has built a broad skill set over a long career without losing sight of practical delivery, which is a combination I don't come across as often as you might expect.

What stands out most in MD's background is a project he undertook building a full-stack machine learning application that quantified the impact of crude oil price fluctuations on UK household spending, broken down by income band. That kind of work, combining economic data modelling with a production-ready application, shows real range. It's not just analytical thinking, it's the ability to take a complex, multi-layered problem and turn it into something usable and meaningful. His domain experience in hospitality and food and beverage also means he understands data in a commercial, fast-moving environment, which tends to sharpen instincts around what actually matters.

On the technical side, MD works across Python, SQL, Next.js, Flask, Scikit-learn and Power BI. That combination of back-end data science tooling with front-end and API development is fairly unusual and means he can work across the full pipeline without handing off at every stage. He sits at a mid-level seniority, though with 17 years behind him he carries a depth of practical experience that goes beyond what that label might initially suggest. Day to day he tends to operate across both analytical and engineering tasks, which suits roles where the boundaries between data and development are deliberately blurred.

In terms of motivation, MD is exploring new opportunities because he's looking for a role where he can continue working across the data and development spectrum, ideally in an environment that values both rigour and creativity. He is open to hybrid or fully UK-remote working arrangements, and while I don't yet have confirmed details on his notice period, I'll clarify that promptly. On the strength of his experience, his technical breadth and the quality of what he has described to me, I'd recommend strongly that you take the time to speak with him. I think you'll find him well worth an hour of your time.