I design enterprise software that survives contact with real data.
Product Designer with 5+ years shaping AI-powered analytics platforms, data engineering tools, and enterprise SaaS — from research to shipped systems, at Dbiz AI Solutions.
Systems built for people who make decisions under pressure
My two primary, in-depth case studies — taken from research through shipped design.
Additional projects & explorations
LearnLoop
Reduced assessment drop-off through clearer progress and state design
ReturnFlow
Simplified a 9-step return process into 5 guided screens
Performance KPI Dashboard
Consolidated 6 disconnected reports into a single review surface
Product thinking, applied to systems most people never see
I'm a Product Designer based in Kerala, India, working on AI-powered analytics and enterprise SaaS at Dbiz AI Solutions. My work sits where complex backend logic meets people who need to make fast, confident decisions — data teams, HR managers, operations leads. I care about the parts of a product that don't photograph well: state design, edge cases, information hierarchy, the moment a system tells the truth about what just happened.
A process built around evidence, not assumptions
Seven stages I return to on every project — sometimes fast, sometimes slow, always in this order.
Talk to users, audit the system, find the real constraint.
Where I've built this
DBiz AI
Product Designer 2Own end-to-end design for AI-powered analytics and data engineering products, including FactWeavers AI, AsteraDocs, and Aptive.
Innovatily Inc.
Product DesignerLed UX for enterprise SaaS tools, translating complex backend logic into workflows non-technical users could operate confidently.
Imiot Tech.
Lead Product DesignerLed product design across the team's SaaS products, setting design direction and mentoring on design system and interaction decisions.
Imiot Tech.
Founding Product DesignerEstablished the company's earliest design practice, building foundational design systems and shipping early-stage product interfaces across web and mobile.
What I optimize for, in order
Systems over screens
A screen is one output of a system. Design the system first.
Business-driven UX
Every flow ties back to a metric someone in the room cares about.
Design for clarity
If it needs a tooltip to explain itself, it needs a redesign.
Fast, honest iteration
Show rough work early. Precision comes after direction is right.