Tech Stack
Nest.js
Typescript
PostgreSQL
Prisma
Next.js
OpenAI
Netlify
Description
HuntKit is a solo full-stack MVP that grounds every job-match suggestion in your real experience. Paste a job description and a RAG pipeline retrieves the most relevant resume and project chunks, then returns a match score, strengths and gaps, tailored resume bullets, likely interview questions, and citations to the exact profile parts it used.
Built as a Turborepo monorepo with a NestJS + PostgreSQL/pgvector API (deployed on Render) and a Next.js dashboard (deployed on Netlify).
- NestJS JWT authentication and user profiles.
- Profile ingest pipeline: chunking and OpenAI embeddings stored in PostgreSQL with pgvector.
- pgvector cosine-similarity retrieval feeding structured OpenAI outputs with citations.
- Job pipeline tracking from saved to offer, plus AI run observability.
- Prisma data layer and Next.js dashboard; deployed on Netlify + Render.
Page Info
Landing & Dashboard
Next.js dashboard: add your profile, save jobs, track them through the pipeline, and run AI match analysis.