Welcome to my GitHub profile! I'm a passionate Senior Software Engineer specializing in Cloud & AI, with 6+ years of experience architecting scalable, high-performance systems and delivering AI-powered solutions in production. I excel at bridging cutting-edge research with practical engineering to drive real business impact.
- 🔭 Current Role: Senior Software Engineer at Ellucian
- 🌍 Location: Bengaluru, India
- 🧠 Expertise: LLM fine-tuning, RAG pipelines, AWS cloud-native architectures, scalable system design, and AI solutions for millions of users.
- 🚀 Impact: Reduced SLA times by 50%, optimized data workflows, and scaled platforms to support 2M+ users.
- Languages & Frameworks: Java Spring Boot, Node.js, Python, React, SQL, TypeScript
- Databases: ChromaDB, Pinecone, PostgreSQL, Redshift
- Cloud & Infra: AWS (SageMaker, Lambda, S3, RDS, CloudFormation, SNS, SQS), Docker, Jenkins, n8n, Terraform
- AI/ML: Hugging Face, LangChain, LLaMA fine-tuning, RAG, Vector Databases
- Other: Agile, CI/CD, Debugging memory leaks, GraphQL, Kafka (Debezium), Microservices
| Project | Description | Tech Stack |
|---|---|---|
| RAG-based Incident Support Agent | Designed and deployed using AWS SageMaker, ChromaDB, and LangChain. Cut SLA response times by 50% for 2M+ users. | Python, LangChain, AWS, ChromaDB |
| AI Emotional Support Chatbot | Built with LLaMA + LangChain + ChromaDB, deployed on SageMaker to support student users. | Python, LLaMA, LangChain, AWS |
| Cloud-Native Automation Solutions | Automated workflows and system integration using AWS Lambda, SQS, SNS, S3, n8n, and Jenkins. | AWS, n8n, Jenkins, Python |
- 🥈 Runner-Up – Agentic Hackathon 2025 (Ellucian)
- 🏅 Top 10 – D3 UST Global Hackathon 2019
- MCA (Master of Computer Applications), Marian College Kuttikanam (2017–2019)
- AWS Certified Developer – Associate
- Red Hat Certified System Administrator (RHCSA)
- Blockchain and Machine Learning-Enabled Predictive Supply Chain Tracking System for Optimized Vaccination Allocation
Blockchain and Cryptocurrency Journal, 2023 - A Quick Reference to Data Structures and Computer Algorithms
BPB, 2019
Treasurer, KCYM (Kottayam, Kerala)
- Managed finances and spearheaded digital transformation initiatives for youth programs.
- Developed and maintained the official website and a youth survey app for improved engagement.
- Led the Education Forum and coordinated volunteer efforts impacting hundreds of youth.
Thanks for visiting! Feel free to explore my repositories and reach out if you'd like to connect or collaborate on impactful projects.