Standard Insights
AI-assisted survey creation, research reports, and contextual chatbots.
Project Overview
A consumer research and survey platform bringing survey management, AI-assisted reports, and contextual chatbots into a single research workflow.
My Contribution
The problem: Support survey research and AI analysis without tying long-running processing to a single web request.
My role: Full Stack AI Engineer: frontend, backend APIs, AI workflows, background processing, and deployment.
The result: Survey creation, report generation, and contextual research assistance share a workflow backed by durable processing.
Key Features
- ✓Developed survey creation and management interfaces, backend APIs, and database workflows.
- ✓Built AI report generation and a natural-language Survey Builder Agent with structured output validation.
- ✓Implemented durable background jobs, retries, concurrency controls, and idempotent data ingestion.
- ✓Managed containerized deployments across AWS and Railway.
Technologies Used
Next.js
React
TypeScript
Node.js
Express.js
MongoDB
Redis
BullMQ
Inngest
OpenAI
Claude
Gemini
AWS
Railway