// Welcome to my portfolio

Full-Stack AI Developer & Data Science Student

Hi I'am Manush N, I build intelligent AI systems, RAG pipelines, chatbots, and scalable full-stack applications.

AI/ML

Specialized

Full-Stack

Development

                            const
                             skills
                             = 
                            [
                        
                            'AI/ML',
                        
                            'Full-Stack',
                        
                            'Data Science'
                        
                            ];

Scroll

About Me

I'm a hands-on developer focused on building intelligent systems that solve real-world problems. Currently pursuing Data Science Engineering, I specialize in developing AI-powered applications, RAG pipelines, and full-stack solutions.

My work centers on combining modern AI technologies with robust backend architecture. I build everything from chatbots and NLP systems to scalable web applications, always prioritizing clean code and practical implementation.

I'm constantly learning, experimenting with new technologies, and pushing the boundaries of what's possible with AI and full-stack development. Every project is an opportunity to deepen my engineering skills and create something valuable.

Hands-on AI Development

Backend Systems Architecture

Continuous Learning Mindset

Technical Skills

Frontend

HTML CSS JavaScript React Next.js

Backend

Node.js Express.js FastAPI REST APIs

AI / ML

OpenAI APIs RAG Systems Embeddings NLP Chatbots

Data Science & Tools

Python Pandas NumPy Git & GitHub Docker Vercel

Featured Projects

Production

Healthcare Appointment System

Built a Healthcare Appointment Booking System that allows patients to schedule and manage appointments online. Integrated with hospital databases for real-time availability and implemented Email notifications to provide appointment confirmations and updates.

Node.js MongoDB React

GitHub Live Demo

Serverless

Serverless RAG System

Developed a retrieval-augmented generation pipeline using vector embeddings and semantic search. Processes documents, generates embeddings, and provides context-aware responses through a FastAPI backend.

FastAPI OpenAI Embedding Vercel RAG

GitHub

Active

Nora AI Chatbot

Created a conversational AI assistant with context retention and multi-turn dialogue capabilities. Implemented custom prompt engineering and response filtering for domain-specific applications.

NextJs OpenAI FastAPI Vercel Chatbot

GitHub Live Demo

Learning & Growth

Data Science Engineering Student

Current

Pursuing comprehensive education in data science, machine learning, and statistical analysis. Building strong foundations in mathematics, algorithms, and practical implementation of ML models.

Machine Learning Statistics Algorithms

Self-Driven Project Development

Ongoing

Continuously building real-world projects to apply theoretical knowledge. Focus on AI systems, full-stack applications, and exploring cutting-edge technologies through hands-on implementation.

AI/ML Projects Full-Stack Dev Experimentation

Technical Skill Development

Continuous

Deepening expertise in AI development, backend architecture, and modern web technologies. Learning through documentation, courses, and building production-grade applications.

OpenAI APIs System Design Best Practices

Engineering Mindset

Problem-solving first approach

Hands-On Learning

Build to understand deeply

Rapid Iteration

Ship fast, learn faster

Get In Touch

Let's Connect

I'm always interested in discussing new projects, technical challenges, or collaboration opportunities. Feel free to reach out if you want to build something together.