Professional Work
BillPilot
Multi-tenant billing and workflow platform with calendar synchronization, role-based approvals, automated invoicing and exportable business workflows.
TypeScriptNext.jsAWSDynamoDB
View Details—·Professional Work
BlueSky AI Platform
AI platform combining retrieval, knowledge graphs and agentic workflows to automate complex business operations.
Dec 2025 - May 2026
Overview
BlueSky AI is a multi-tenant platform for enterprise AI automation. Documents parse, chunk, and embed into OpenSearch with BM25 retrieval. Neptune knowledge graphs support cited QA. A planner/runner coordinates agents with three-tier memory. Proactive agents wake on schedules to monitor and act. I owned adapter patterns, ingestion flows, and the Next.js UI with WebSocket chat, marketplace, and voice interface.
Role
Owned agent orchestration, service adapter integrations, and the operator UI from RAG pipelines through AWS serverless deployment.
Scope
Document ingestion flows, 63 service adapter patterns, proactive agent scheduling, manifest validation for agents and workflows, and real-time chat UI.
Technologies
AWSOpenSearchNeptuneRAGAI AgentsLambdaStep Functions
Key Learnings
- RAG pipeline design with dual vector and BM25 retrieval
- Multi-tenant security scoping across OpenSearch indices and S3 prefixes
- Manifest-driven agent and workflow registry patterns
- Real-time WebSocket orchestration for multi-conversation agent chat
Challenges & Solutions
- Ensuring strict tenant isolation across vector indices, graph stores, and S3 object prefixes
- Designing proactive agent wake cycles that balance responsiveness with compute cost
- Building a manifest validation system for agents, tools, and workflows at scale
Business Impact
- Tenants automate workflows across 60+ external services without custom integration code per connector.
- Document QA returns cited sources, which lowers hallucination risk in enterprise use cases.
- Proactive agents monitor conditions and act without waiting for user prompts.
Outcome
- Multi-tenant AI platform live on AWS serverless infrastructure.
- Reusable adapter and webhook patterns for rapid service onboarding.
- Agent marketplace for discoverable, installable automation agents.
Related Projects
Professional Work
Verity
User-reported bugs often lack reproducible evidence for engineering teams. Verity runs Playwright in AWS Lambda to capture screenshots, JS errors, and API failures, then deduplicates and scores issues before GitHub triage.
ReactViteTypeScriptPlaywright
View Details
Professional Work
Wisesheets
Wisesheets markets an Excel and Google Sheets add-on for institutional stock data. I worked on the Next.js GTM site: OAuth signup, API key dashboard, and programmatic SEO generating thousands of ticker-specific metric pages.
Next.jsTypeScriptZustandReact Query
View DetailsInterested in this project?
Check out the live demo or explore the source code.
Want similar delivery?Schedule a Call