• Developed attorney data enrichment pipeline using Google Firebase Functions to aggregate profiles from official state bar websites expanding platform attorney directory by 80% and driving inbound user interest for sales outreach.

• Developed AI legal assistant using Google Agent Development Kit deployed on Cloud Run with Vertex AI session persistence, reducing manual intake by 40% and increasing platform marketplace case creation by 13%.

• Launched ChatGPT app integrated with custom MCP server enabling attorney search, document drafting, and contract review, seamlessly routing users to platform marketplace legal case creation and driving 8% monthly user growth.

• Implemented event-driven bulk proposal system (GCP Pub/Sub, Typesense) allowing attorneys to target and notify thousands of case owners instantly, reducing dispatch time from minutes to seconds.

Built AI powered employee onboarding chatbot teaching organizational DNA to new sales hires

• Engineered multi-stage onboarding chatbot using FastAPI and OpenAI Chat Completions API with real-time progress tracking, driving 24% increase in healthcare and life sciences partnership acquisitions

• Built interactive avatar experience using HeyGen streaming SDK in Next.js, delivering automatic journey introductions and voice-enabled AI responses, driving 46% improvement in onboarding completion rates.

• Built custom idle timeout using AWS ElastiCache Redis keyspace notifications to trigger Lambda functions that auto-terminate HeyGen streams after 5 seconds of inactivity, reducing API costs by 38%.

• Defined PostgreSQL schema with SQLAlchemy and built an auto-documentation tool exporting to Google Sheets, eliminating codebase dependency and saving product team 5+ hours weekly on data lookups.

• Migrated REST APIs to GraphQL (Strawberry Python) for clinical dashboard, cutting frontend data calls by 3x through batched queries for patient vitals and risk scores.

• Developed real-time analytics dashboards (Streamlit, Polars) comparing patient engagement across partner providers, enabling management to identify underperforming partnerships and contributing to 20% revenue growth.