Prasanna Dv
Senior Full-Stack Engineer | MCP Specialist | AI-Powered Systems
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About
Senior Full-Stack Engineer with 5+ years building scalable SaaS platforms and, most recently, production-grade MCP (Model Context Protocol) server infrastructure — including multi-server orchestration layers that enable AI agents to dynamically coordinate across heterogeneous tool ecosystems. Deep expertise in Node.js, Angular, TypeScript, PostgreSQL, and LLM-powered workflow integration. Proven technical leader with a track record of shipping high-quality, compliant, client-facing software.
Experience
Senior Software Engineer at Ajapro AI Technologies (2020-11 – Present)
Senior Software Engineer leading MCP server development and AI-powered systems integration
- Architected and built custom MCP (Model Context Protocol) servers, exposing backend capabilities as standardized tool interfaces consumable by LLM-based agents and agentic workflows.
- Designed a multi-server MCP orchestration layer enabling a single AI agent session to dynamically connect to and coordinate across multiple MCP servers in parallel — with capability discovery, tool-call routing, namespace collision resolution, and hot-pluggable server configuration.
- Built MCP server registry and lifecycle management (startup, health checks, graceful shutdown) and developed end-to-end testing harnesses covering tool schema compliance and multi-server orchestration edge cases.
- Integrated LLM-powered Conversational AI agents and function-calling pipelines into Talentbloom (SaaS hiring platform), connecting models to live backend data sources and automating candidate screening and recruiter triage workflows.
- Designed prompt orchestration pipelines with context window management and session state persistence for multi-turn agentic conversations across asynchronous workflows.
- Built and optimized RESTful APIs using Objection.js ORM and Knex.js (migrations, seeding); maintained sub-100ms p95 response times under production load.
- Implemented Keycloak SSO authentication and CASL-based fine-grained authorization for multi-tenant access control; integrated Stripe and Chargebee payment gateways with PCI compliance.
- Led code reviews, enforced engineering best practices, and mentored junior developers; established CI/CD pipelines (AWS CodePipeline, GitLab CI/CD) to automate build, test, and deployment.
Education
Bachelor of Technology in Computer Science – GITAM – Gandhi Institute of Technology and Management
