AIRecruiter
How Logix Built Developed a Secure and Scalable Platform to Streamline Hiring with Automated Candidate Screening
IndustryAI
PlatformiOS, Web, Android
RegionGlobal
Timeline5 Months
Client Overview
The client is a recruitment agency/HR team who are looking to streamline their hiring process through automation. They needed a system that could efficiently screen and rank candidates based on job requirements, reducing dependency on manual effort. With a high volume of incoming resumes, the existing process of manually reviewing profiles was time-consuming and inefficient. The goal was to build an intelligent platform that could automate candidate sourcing, analysis, and shortlisting, enabling faster and more accurate hiring decisions.
Challenges Faced
Manual Candidate Sourcing: Recruiters spent hours searching LinkedIn and downloading resumes manually.
Inconsistent Data Collection: Candidate information from LinkedIn profiles were not structured or standardized.
Time-Consuming Analysis: Each profile and resume had to be reviewed manually, slowing down the hiring process.
Authentication Complexity: Managing LinkedIn OAuth for multiple recruiter accounts was difficult.
Data Integration Issues: Combining LinkedIn data with uploaded resumes created inconsistencies.
Scalability Limitations: The system could not handle large volumes of candidates during peak hiring periods.
How Logix Built Addressed the Challenges
Resume Handling: Uploads with PDF text extraction for structured candidate data.
AI Matching: Advanced embeddings to match candidates to job requirements accurately.
LinkedIn Integration: OAuth authentication for secure, seamless access to profiles.
Smart Storage: Vector database for efficient resume storage and retrieval.
Candidate Sourcing: Web scraping with Selenium and BeautifulSoup to gather profiles automatically.
Interview Scheduling: Google Meet integration for smooth interview coordination.
Automated Resume Collection: Email functionality to capture all resumes from LinkedIn job posting.
Job Posting Automation: Streamlined posting workflow to reduce manual effort and ensure consistency.
Core Features Implemented
HR Helper
Automates HR tasks like recruitment.
Crawls Open Platforms
Collects candidate data automatically.
Platform Sync
Syncs job posts across platforms.
Code Generation for Interviews
Creates codes for scheduling interviews.
Unified Dashboard
Centralizes hiring activities in one place.
AI/ML Job Description Formatting
Optimizes job postings for clarity.
How the Platform Works
- 1
Login
Access the platform securely.
- 2
Company Info
Add your company ID and details.
- 3
Purchase Credits
Buy credits for job postings.
- 4
Create Job Post
Fill in job details quickly.
- 5
Publish Jobs
Post jobs to multiple platforms.
- 6
Track Applications
Monitor candidates from a single dashboard.
Core Technology Stack
Framework & Backend
Flask
AI/ML
OpenAI API, Google Gemini 1.5 Flash
Database
MongoDB, ChromaDB
Authentication & Security
JWT, LinkedIn OAuth 2.0
Real-time Communication
SocketIO
Processing & Utilities
PyPDF2, Celery
Smart Candidate Matching
Smart Candidate Matching
AI ranks candidates based on skills and experience.
Automated Resume Parsing
Extracts structured data from PDFs efficiently.
Job Description Optimization
AI improves clarity and engagement of postings.
Interview Scheduling AI:
Automatically coordinates meetings via Google Meet.
Why Choose Logix Built
for AI Platforms?
- Rapid AI deployment
- Scalable solutions
- Secure data handling
- Custom integrations
- Streamlined workflows
AI Experts
Specialized in AI Development
50+
AI Apps
97%
Client Satisfaction
Ready to start your project
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