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Kotae — AI Chatbot Platform

AI-powered chatbot SaaS for SME customer support, combining RAG-based knowledge Q&A with omnichannel messaging.

Role
Full-stack Developer / DevOps
Period
Aug 2024 – Present
Team
Tokyo Tech Lab · team of 14

Approach

  • Owned end-to-end delivery from early product stages across Nest.js APIs, Next.js admin/embed UI, and AWS/GitOps (Docker/ECR, Helm, Terraform Cognito/S3).
  • Built Nest.js chat/Socket.io session flows and Redis/Bull jobs for analytics aggregation and email on MongoDB + OpenAI/LangChain.
  • Shipped Next.js chatbot configuration, knowledge-base training workflows, history/analytics dashboards, and an embeddable widget with WordPress publish flows.

Stack

  • Next.js
  • Nest.js
  • TypeScript
  • MongoDB
  • LangChain
  • OpenAI
  • AWS