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Principal Application Engineer | AI Infrastructure & Enterprise Integration

Bengaluru, Karnataka, India 📧 rohithtp@gmail.com | 🔗 linkedin.com/in/rohithtp | 📞 9945734341


TECHNICAL LEADERSHIP PROFILE

Strategic Technical Leader and Architect with 20+ years of experience building scalable enterprise cloud applications and driving platform transformations.

Expert in Java/J2EE and metadata-driven architectures (Oracle Redwood), with a strong focus on AI infrastructure and agentic development systems.

Architected an AI-powered Unified IDE platform, leveraging Model Context Protocol (MCP) and FastAPI to securely connect enterprise data with OCI AI models—enabling agent-driven development, grounded AI adoption, and measurable productivity gains.

Proven track record in delivering Clean Core-compliant architectures, building scalable extensions, and transforming legacy systems into AI-ready, high-performance platforms.


TECHNICAL EXPERTISE

AI & Agentic Systems

  • Model Context Protocol (MCP), Agentic Workflows
  • Cline, Aider, OpenAI Codex (multi-agent workflows)
  • Enterprise LLM grounding & hallucination mitigation
  • Conversational UX for enterprise systems

Backend & Platform Engineering

  • Java/J2EE, FastAPI, Microservices
  • SQL, Distributed Systems
  • Secure AI integration using Oracle IDCS

Architecture & Design

  • Clean Core Strategy, Side-by-Side Extensions
  • Metadata-driven UI (Oracle Redwood)
  • Analytical data modeling & reporting systems
  • Agent-ready enterprise architectures

Engineering Practices

  • Test-Driven Development (TDD), Behavior-Driven Development (BDD)
  • DevSecOps
  • Prompt Engineering for enterprise AI

PROFESSIONAL EXPERIENCE

ORACLE

Principal Application Engineer | Bengaluru, India Oct 2020 – Present

  • Accelerated feature delivery by ~25% by embedding AI agents into enterprise development workflows
  • Enabled trustworthy, deterministic AI outputs by grounding responses in verified enterprise data sources
  • Built an MCP-based platform exposing core enterprise data domains as secure APIs, enabling AI-driven workflows across CX systems (200+ active users across multiple modules)
  • Rolled out multi-agent AI coding workflows across CX engineering teams (200+ engineers), improving engineering velocity and reducing manual effort
  • Redesigned data architecture to enable high-performance analytical queries, significantly improving system responsiveness
  • Ensured upgrade-safe customization by implementing Clean Core-aligned side-by-side extension architecture

Enterprise AI Transformation Snapshot

  • Problem: Enterprise AI systems suffered from hallucinations due to lack of grounded data
  • Approach: Built an MCP-based integration layer enabling secure, structured access to enterprise data for AI systems
  • Outcome: Delivered a grounded AI platform improving response accuracy and enabling safe enterprise AI adoption

ORACLE

Senior Software Engineer | Bengaluru, India Jan 2014 – Sep 2020

  • Led transition from transactional reporting to analytical architectures, reducing data latency by ~72%
  • Owned critical cross-product integrations, maintaining 99.9% uptime for enterprise data synchronization

TATA CONSULTANCY SERVICES

Technical Architect / IT Analyst | Bangalore, India Jul 2010 – Jan 2014

  • Provided architectural leadership for large-scale Java/J2EE systems, delivering high-performance solutions for global insurance clients
  • Led design and implementation of Auto-Enrolment systems, improving processing efficiency and scalability across enterprise workflows

MINDTREE LTD

Module Lead / Associate Consultant | Bangalore, India Feb 2007 – Jul 2010

  • Standardized enterprise development through reusable frameworks, improving development consistency and accelerating delivery across insurance platforms

DIMENSIONS

Software Engineer | Thiruvananthapuram, India Dec 2005 – Feb 2007

  • Built a metadata-driven ERP framework, reducing customization effort and improving flexibility for mid-scale enterprise deployments

EDUCATION

Master of Science (MS), Software Systems Birla Institute of Technology and Science (BITS), Pilani Thesis: AI-Powered Unified IDE for Enterprise Development

Bachelor of Technology (B.Tech), Electronics/Telecommunications Mahatma Gandhi University

About

A living CV documenting 20 years of expertise in enterprise architecture and AI orchestration. Built on digital garden principles, it tracks continuous growth from Java/J2EE to Agentic AI and MCP-based platforms. A transparent, evolving record of technical leadership, learning, and public innovation.

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