The platforms I reach for daily to build, measure, and ship product.
Bridging strategy and execution. Building scalable systems, refining UX, delivering data-backed improvements.
I turn complex systems into clear workflows and simple user journeys that teams can build and scale.
I use SQL and product analytics to identify bottlenecks, measure impact, and guide decisions through data.
I convert business needs into clear product requirements, success metrics, and use cases and see features through to launch.
I have experience with AI-driven document validation and decision systems, including prompt design and quality checks.
I focus on reducing friction, improving time to value, and making products easier and faster to use.
I support QA and UAT, troubleshoot live issues, and ensure products work reliably in real customer environments.
Detailed case studies demonstrating my approach to complex workflow automation, AI integration, and scaling data platforms.
View Case Study ↗A real-time settlement UI designed to mitigate user anxiety during payment processing by quantifying bank health and API latency.
Enterprise-grade AI document processing that revolutionized document type accuracy and validation speed.
Unified risk management layer applying consistent evaluation rules across diverse loan products and partners.
Built RAG pipeline to analyze RBI documents and generate contextual compliance insights, reducing manual dependency.
High-fidelity analytics dashboards surfacing critical bottlenecks and optimizing conversion funnels.
Frictionless document journey redesign that significantly amplified completion rates and user satisfaction.
Ayush is extremely structured in his thinking and execution. He took ownership of underwriting workflow design and was able to convert ambiguous business requirements into clear product rules.