In active developmentPublic portfolio project
OpsBrain AI
Enterprise Knowledge & Operations Assistant
A practical enterprise AI assistant that helps internal teams retrieve product, API and operational knowledge through a conversational interface grounded in approved company sources.
How can I help you today?
Grounded response
Workflow
QueryRAGAnswer
Problem
Business, support and operations teams frequently depended on the technology team for information already available across documentation and internal knowledge sources.
My contribution
- Conceptualised the product and designed the conversational user experience.
- Built the frontend application and integrated it with an AI-backed service layer.
- Implemented RAG-based retrieval with grounded answers and supporting context.
- Added AI assistant workflows for product, API, platform and operational questions.
- Structured the application for future internal-service integrations and department-specific workflows.
Technologies
- Next.js
- TypeScript
- FastAPI
- PostgreSQL
- pgvector
- OpenAI API
- RAG