Projects & Systems
AI agent systems, self-hosted automation infrastructure, and healthcare revenue cycle platforms built using AI-assisted development.
Systems & Case Studies
Amazon Bedrock Customer Support Agent
Built with Amazon Bedrock AgentCore. Routes bug reports via a gateway Lambda into DynamoDB tickets, answers FAQs from a knowledge file, redirects other requests to human support, validated with a 7-case test suite and Bedrock Evaluations 1.00 correctness.
NovaMart Multi-Agent Support System
Multi-agent system built with Amazon Bedrock AgentCore and Strands Agents SDK to triage user inquiries, route escalations, and reconcile order data deterministically.
Self-Hosted n8n on DigitalOcean
Deployed a self-hosted n8n automation stack on DigitalOcean, migrating from SQLite to PostgreSQL connection pooling with automated execution pruning and reverse proxying.
EspoCRM + Power BI at Omega RCM Solutions
Self-taught implementation of EspoCRM and Power BI. Cut response time from 4+ hours to under 2 hours (about 50%), eliminated about 15% ticket loss, configured multi-level permissions for 500+ users, deployed Power BI dashboards, and trained 30+ staff with SOPs that cut onboarding time by 40%.
Video Localization Pipeline
Audio processing and localization pipeline built using faster-whisper, Claude API, edge-tts, ffmpeg, and moviepy to transcribe, translate, voice, and assemble video subtitles.
Machine Learning Projects
University class projects deployed on Streamlit Community Cloud.
Have an architecture or operational inquiry?
I am open to discussing workflow automation, RCM systems, and AI agent implementations.