Smart JD Parsing & Vetting
Auto-extracts coding skills and logistics boundaries from job descriptions, generating structured behavioral questions in seconds.
AI Skill Extraction Templates
Fawin implements backend extraction engines configured in `src/lib/ai/parse-jd.ts` and `/api/parse-jd`. It scans pasted texts or documents to map strict requirements (Notice limit, relocate preference, years of experience, and expected salary parameters).
Criteria Form Injection
Parsed logistics criteria are mapped to active campaign settings, defining candidate eligibility gates. This ensures that only applicants within notice or location ranges are qualified for telephony outreach.
Dynamic Question Compiler
The `/api/generate-campaign-questions` endpoint parses extracted technical keywords to generate structured technical, behavioral, and logistics vetting questions in bilingual Hinglish and English.
What's your current notice period?
आपका नोटिस पीरियड क्या है अभी?
How many years of experience do you have with React state management?
आपका React state management में कितना एक्सपीरियंस है?