CASE STUDY / Backend · Full Stack · AI
Apply Flow
Application automation and management, from discovering job opportunities to tracking applications.
Node.jsTypeScriptReactPostgreSQLDrizzle ORMLocal LLM
CONCEPTUAL VIEW · NOT A SCREENSHOT
Job opportunitiesLLM analysisApplications
CONTEXT
Technical challenge
Bring job search, compatibility analysis and application tracking into a single experience.
APPROACH
Solution and contribution
Integrate a local language model to support analysis and assisted responses alongside application history.
Project scope
- Job search and classification
- Resume compatibility analysis
- Assisted response generation
- Application history