I learned business from inside the numbers. That is still where every product begins.
With more than five years in accounting and finance, I understand the small operational gaps that become large business problems: missing evidence, late reports, unexplained variances and work that depends too much on memory.
I am not a traditional software engineer. I use AI-assisted building to translate finance knowledge into real, testable products—combining domain judgement with modern technology and learning through every iteration.
As a senior member of the founding team at Numbers Business Technology, I contributed accounting domain knowledge to Scan My Invoice—helping translate invoice, GST and ERP workflows into an AI-powered product.
I also contributed as part of the core team behind Mirror BI, connecting accounting and operational data from systems such as Tally, Sage and CRM/HR to secure, continuously updated Power BI reporting.
“Technology matters most when it makes good judgement easier to apply.”