ALL CASE STUDIES
// AI AUTOMATION·2025
HR Scanner AI — Candidate Screening
AI-powered candidate screening tool that parses CVs, scores applicants against custom criteria, and ranks top matches.
Role
AI Automation Specialist
Client
Confidential Furniture Company
Tools
Next.js · Python · OpenAI API · PDF parsing
THE PROBLEM
HR team was overwhelmed reviewing 100+ CVs per role and inconsistently scoring candidates.
THE CHALLENGE
Extracting structured data from varied CV formats and applying consistent scoring rules.
THE APPROACH
Built an upload interface with PDF parsing, LLM-based extraction, configurable scoring rubric, and ranked output.
PROCESS
01Requirement mapping→
02CV parser→
03LLM extraction→
04Scoring engine→
05Ranking dashboard→
06Export to interview shortlist
THE RESULT
Reduced CV screening time by 70% and improved shortlist consistency.
METRIC
70% screening time saved
METRIC
100+ CVs processed per batch
METRIC
Consistent scoring rubric
KEY TAKEAWAYS
- ▹Configurable criteria are key for HR trust
- ▹Audit trail improves compliance