Brilyant IT Solutions Pvt. Ltd
India
Overview & Strategic Context
Enterprises today rely on hundreds of mobile devices for field operations, logistics, transportation, sales, and workforce management. Without a proper Mobile Device Management (MDM) system, organizations face severe risks such as unauthorized data access, device misuse, policy violations, and loss of visibility. To solve this, our team engineered a robust Android MDM Mobile Device Management solution built to simplify device enrollment, remotely manage policies, ensure compliance, and integrate with backend systems. This case study explains the entire solution—its features, architecture, security model, and business results.
Core Value Proposition
The Callimacus platform was conceptualized to deliver four major value pillars:
1. AI-Driven Candidate Search
A powerful semantic search engine capable of understanding context, skills, experience, and intent—not just keywords. Predictive analytics helped employers discover high-quality candidates faster and more accurately.
2. Intuitive Employer Dashboard
A fully-integrated dashboard enabling job postings, automated shortlisting, personalized recommendations, and interview scheduling. The dashboard brought transparency and speed to the hiring process.
3. Scalable Cloud-Native Architecture
Built on microservices, the platform scales seamlessly from a few thousand users to millions, ensuring consistent performance even during peak hiring seasons.
4. Compliance & Security
The system adheres to global recruitment compliance, secure data handling, and advanced fraud detection powered by AI-driven verification models.
Together, these innovations delivered a modern and robust AI-based recruitment management system that supports both quality hiring and operational efficiency.
Business Challenge
The enterprise needed a centralized MDM Mobile Device Management platform that could:
Onboard devices instantly
Display enterprise-level policies
Track device compliance
Trigger push notifications
Provide a read-only UI for Phase-1
Integrate with existing backend APIs
Use secure communication and minimal permissions
The objective was to deliver a lightweight yet scalable Phase-1 system that prepares the foundation for full MDM enforcement in Phase-2.
Technology Stack
Front End Technology
ReactJS, Svelte, Turbo Repo
Back End Technology
FastAPI (Python), Node.js, REST API, JWT Auth, AWS API Gateway
Databases
PostgreSQL, MongoDB, MySQL
AI & Machine Learning
AWS SageMaker, AWS Bedrock
Infrastructure & DevOps
AWS ECS, Lambda, EC2, S3, Temporal, CloudWatch Bitbucket CI/CD, JIRA, Confluence
Security
AWS Cognito, AWS IAM, JWT Authentication
The combination of these technologies ensured a reliable, secure, and scalable AI-based recruitment management system.
Outcomes & Business Impact
The deployment of Callimacus delivered high-impact results within months:
48% improvement in candidate relevancy due to the AI-driven recommendation engine.
Sub-350ms query latency at p95, enabling lightning-fast search operations.
Over 80,000 job seekers onboarded in the first six months.
68% employer retention rate, driven by productivity and workflow improvements.
94% reduction in fraudulent profiles due to AI-powered verification.
Seamless scaling from 10K to 800K users with zero downtime.
These results confirmed the platform’s value and validated the investment in a modern, scalable AI-based recruitment management system.
Conclusion
This case study highlights how Codevian transformed a vision into a powerful, future-ready AI-based recruitment management system. Through AI-powered matching, predictive analytics, semantic search, and a scalable microservice architecture, Callimacus enables organizations to hire faster, smarter, and more confidently.
The platform has already demonstrated exceptional scalability, security, and performance. With a strong technical foundation, Callimacus is well-positioned to expand into global recruitment markets and evolve into a leading solution for next-generation hiring.
Glimps Of RMS
