At Prypco, I built an AI workflow with LLMs and human review for document checks, reducing processing from five hours to ten minutes per case. I redesigned it so LLMs return structured outputs and Python handles calculations, reaching 98% accuracy across an AED 50M+ pipeline.
I also automated lead routing, case-status workflows, and revenue forecasting, including workflows that saved 22+ hours each month. I used MCP connectors and Claude Code to automate internal operations, and built Salesforce enrichment and scheduled ETL from CRM vendor APIs into SQL dashboards.
For Prypco’s credit assessment tool, I led GTM demos and shipped a client assessment product using APIs and webhooks, reducing data processing from four hours to ten seconds. After iterating on partner feedback, adoption rose 32% week over week.
At APMC Labs (Northeastern University), I interviewed 800+ students and helped define and launch a student housing MVP that housed 1,100+ students within eight months. Earlier, at NCR Voyix, I built CI/CD automation and helped scale a containerised payment gateway, increasing transaction capacity by 40%.
