Dosbing AI
Overview
Dosbing AI is an AI-driven thesis assistance system built to support students through the academic writing process, with structured evaluation and scoring logic aligned to academic writing standards.
Problem
Reviewing and restructuring thesis chapters is a slow, manual process — feedback is inconsistent and mentors spend significant time on repetitive review work instead of higher-value guidance.
Process
Built the core platform on Next.js, Prisma, and PostgreSQL, then integrated LLM orchestration via n8n to automate content review workflows and handle dynamic chapter restructuring. The scoring logic was designed to align with established academic writing standards, so evaluations stay consistent across submissions.
Result
An automated review pipeline that reduces manual mentor workload on repetitive evaluation tasks while keeping scoring consistent — part of a broader pattern across projects of using n8n + LLM integration to cut repetitive administrative work.