Resume Cognition & Fallback Pipeline
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Stage 01: Ingestion & Prep
Stage 02: Analysis & Fallback Engine
TEXT
JSON
ERR 503
REJOIN
RESUME UPLOAD
PDF-PARSE
JOB DESC
GEMINI API
INTERVIEW PLAN
TECH QUESTIONS
SKILL GAPS
PREP PLAN
API FAILURE
RATE LIMIT / ERROR
FALLBACK PROC
KEYWORD EXTRACTION
- STRIPS STOP WORDS
- COUNTS FREQUENCY
- GENERATES Qs
Extracted Terms
Freq
React / Frontend
8
Node.js / API
6
System Design
5
AWS Cloud
4
* Generated via fallback NLP
Pipeline Active: Processing uploads...
Flow: Gemini (Success Path)