I'm Vinoth Kumar Manickam — a Lead UX Designer with 8 years turning machine learning capabilities and dense enterprise workflows into consumer-grade product experiences.
A look at how strategy, research and craft come together across fintech, dev tooling and enterprise platforms.
Architected a multi-platform ecosystem that turns complex ML training and TechOPS workflows into intuitive, consumer-grade tooling. AI document processing cut liquidation cycles from 8 weeks to 4.
Rebuilt the developer experience with guided onboarding and shipped an AI tool that lifts merchant authorization rates across US and Europe.
Rebuilt the investor dashboard and advisor workbench around a small set of decisions that matter, with AA+ accessibility across the platform.
Specialist in security and developer tools — including open-source benchmarking at Atlassian and mobile device management at Esper. Deeply rooted in HCI and behavioral economics, mixing qualitative and quantitative research to remove friction at the system level.
Lead UX @ Fannie Mae — MUSE platform
Since June 2023
Bachelor's of Engineering
Journey mapping & empathy
Design systems & tokens
"100% alignment with user needs prior to engineering handoff."
Conversational AI in 6+ languages
Eight years designing AI-driven, multi-platform products for regulated and developer-heavy organizations. I lead with research, ship with systems thinking and partner closely with engineering — from machine-learning governance tooling to retirement planning at scale.
