Product Demos
Products I've built — from problem to shipped solution
Each demo shows the user problem, my PM approach, and measurable outcomes. Click to explore the full product story.
Finance teams spent 10+ hours/week manually tracking $2.4M in overdue accounts across spreadsheets and email.
Co-defined MVP with 12 enterprise customers. Built automated aging reports, payment prediction, and smart follow-up workflows.
85% reduction in manual work · $340K recovered in Q1 · 94% customer satisfaction
Product managers spent 2 hours reviewing each Business Requirements Document for clarity, completeness, and edge cases.
Built multi-agent AI pipeline using Claude API to score BRDs across 12 dimensions with section-level feedback and improvement suggestions.
2 hours → 2 minutes · 60x faster · 40% improvement in first-pass quality
Finance teams often receive payment instructions through messy email threads, forwarded invoices, and informal reminders. Manual extraction creates delays and increases the risk of missing due dates, vendors, or payment methods.
Built an internal finance tool that accepts .txt and .eml email uploads, extracts payment instructions using structured outputs, and stores results in PostgreSQL for review. The Streamlit interface gives operators a simple workflow: upload, inspect, and review extraction history.
Reduces manual data entry · Handles multiple payment requests per email · Improves extraction reliability