Pradakshina TM

I’m an AI Product Analyst with 4+ years of experience spanning enterprise AI products, mobile applications, IoT, and SaaS. I lead product discovery and solution design, translating complex manual workflows into scalable AI-assisted products supported by quantified business cases. I bring hands-on software-engineering strength to customer discovery, requirements definition, prioritisation, human-in-the-loop design, and cross-functional delivery.

At Techjays, I’ve owned enterprise-scale products from discovery to launch, using hands-on workshops, precise documentation, and continuous feedback. In FinOps AI–Enterprise Accounts Payable Automation, I led a three-month US engagement for ~9,000 invoices/month and ~$185M annual payables, analyzing 27,000 historical invoices to design an AI-assisted, human-in-the-loop invoice-to-post workflow—projecting a 78% improvement in AP processing efficiency. For DonorSim, I set MVP direction and helped cut projected AI costs by ~99% using Google Gemini Flash and a hybrid voice/text AI simulation. Earlier, as a Software Development Engineer (React Native) and Scrum Master at Rently, I shipped IoT smart home features, reduced support tickets by 35%, cut onsite support visits and call durations by 43%, migrated 20,000+ residents to a new app with zero downtime, and automated over 16,000 device installations.