Pre-final year Robotics Engineering student (minor in Full Stack Development), building reasoning-first learning systems and structured full-stack applications.

Founder & Builder — LGC Systems (Learn. Govern. Construct.)

LGC Systems is a learning-first technology initiative focused on verification, execution clarity, and long-term understanding.

It includes:

• LGC Concept AI — A concept-verification system incorporating teach-back validation and structured reasoning checks.
• LGC LearnLogic Code — A logic-first programming practice framework emphasizing execution flow and defensive thinking.

🔗 https://www.lgcsystems.xyz/

• Strengthening Java fundamentals and execution modeling
• Deepening full-stack foundations (frontend, backend, cloud basics)
• Practicing defensive programming and structured system design
• Building scalable, production-aware backend systems

• Understand execution flow before writing syntax
• Prefer reasoning over memorization
• Use AI for scaffolding and validation — not dependency
• Document architecture and decisions clearly
• Build with scalability, security, and maintainability in mind

• Designed and deployed full-stack AI systems
• Implemented secure middleware, rate limiting, and input validation
• Managed environment-based configuration for production deployment
• Integrated CI workflows and security scanning

📍 Chennai, India