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System dossier · Entry 011

Resume Analyzer

DOCUMENT · INTELLIGENCE SYSTEM · 2025

Status

Prototype · Document intel

Scope

Resume evaluation workflows

Operational summary

Resume Analyzer extracts structured fields from uploaded CVs — experience, skills, education — and surfaces formatting and content feedback against configurable criteria.

The pipeline combines PDF parsing, entity extraction, and rule-based scoring to produce actionable recommendations without opaque black-box outputs.

Interface capture pending · Ref. 011

Fig. 011 — Interface capture

Technology stack

Frontend

  • React
  • TypeScript

Backend

  • Python
  • FastAPI

Data & ML

  • PDF parsing
  • NLP pipelines

Infrastructure

  • Serverless functions

Operational pulse

Resumes read carefully — feedback you can actually use.

Parse

PDF extraction

Structure

Field mapping

Score

Rule-based feedback

Module 01

Upload

CVs ingested in common formats.

Operational unit→
Module 02

Extract

Experience, skills, education mapped.

Operational unit→
Module 03

Analyze

Criteria applied transparently.

Operational unit→
Module 04

Recommend

Actionable suggestions returned.

Operational unit→