Overview
TalentBridge, an HR tech consultancy, wanted to build an internal tool to handle the overwhelming volume of incoming resumes. InventoApps engineered an Agentic AI solution that mimics human HR screening, radically transforming their hiring workflow.
Deliverables
Custom LLM Agent Architecture
Automated Resume Parsing & Ranking
Natural Language Candidate Outreach
Calendar & Email Integration
HR Dashboard & Analytics
Data Privacy & Bias Mitigation
The Challenge
The HR team was spending over 60% of their time manually reading through thousands of unqualified resumes and playing email ping-pong to schedule interviews. This bottleneck delayed hiring for critical roles and led to candidate drop-off.
Our Solution
We deployed an intelligent AI agent utilizing advanced LLMs to parse, comprehend, and rank resumes against specific job descriptions. The agent also handles initial candidate outreach and calendar synchronization for seamless, autonomous interview scheduling.
Tech Stack
Python
LangChain
OpenAI GPT-4
FastAPI
PostgreSQL
Google Calendar API