I build AI systems that research, reason and act - and ship them to production.
[email protected]Kochi, Kerala, India
Hello! I'm AI Engineer, AI Researcher, Data Scientist, Full-Stack Developer
Empower Code Intelligence
I'm an AI engineer and hands-on CTO with 4+ years of full-stack engineering experience. I build end-to-end agentic AI systems with LangGraph, FastAPI, RAG and vector search - with evaluation, observability and CI/CD built in - backed by first-author, peer-reviewed research in deep learning and computer vision.
Years of Experience
Production Websites
Client Deliveries
Education & Experience
Chief Technology Officer (Hands-On)
Kirel Creations Pvt. Ltd.Leads web development end-to-end; delivered the IAM platform in under six months with a team of 3
Web Developer / Web Development Intern
Kirel Creations Pvt. Ltd.Grew from WordPress & Elementor sites to full-stack React, Next.js, Node.js and Strapi
My Technical Toolkit
AI & LLMs
- LLM Applications
- RAG
- Agentic AI
- AI Agents
- Multi-Step LLM Orchestration
- Function Calling
- Tool Use
- Structured Outputs
- Embeddings & Vector Search
- Guardrails
- OpenAI APIs
AI Frameworks
- LangGraph
- LangChain
- CrewAI
- MCP
- OpenAI SDK
- Instructor
- Pydantic
ML & Deep Learning
- Deep Learning
- Computer Vision
- Neural Networks
- Model Evaluation
- Model Deployment
- PyTorch
- TensorFlow
- Keras
- LSTM
- LoRA
- QLoRA
LLMOps & Testing
- LangSmith (tracing & evals)
- LLM-as-Judge
- pytest
- GitHub Actions CI/CD
Backend & Full-Stack
- Python
- FastAPI
- JavaScript
- React
- Next.js
- Node.js
- Strapi
- REST APIs
Databases
- PostgreSQL (pgvector)
- MySQL
- MongoDB
- SQLite
Infrastructure
- Git
- Docker
- Docker Compose
- Nginx
- Linux
- Server Configuration
Building AI That Works in Production
Featured Projects
Have an AI idea? Let's build it.
I turn ambitious ideas into reliable AI products — from agentic workflows to full-stack platforms — with the tools you see here.
