Hi, I’m Nitin.

I’m a Senior Software Engineer at Fractal Analytics, a full-stack engineer from India. I build analytical dashboards and LLM-powered tools for enterprise clients, working across the interface and the systems that make it useful. I care about software that is clear, dependable and built to handle real work.

I came up in the Stack Overflow era, when learning software meant searching for answers, trying them and working out why they worked. That habit still shapes how I build: start with the real problem, keep the solution clear and share what I learn.

What I work with

Most of my work uses Python, Flask, Django, Django REST Framework, SQLAlchemy and Azure SQL on the back end, with React and JavaScript on the front end. Outside dashboards, I’ve built REST APIs, e-commerce features, web scrapers and a battery simulator web app. Moving between product needs, data and implementation has made me comfortable taking a feature from its logic all the way to the interface.

A growing part of my work is with large language models (LLMs). I build retrieval-augmented generation (RAG) systems for enterprise clients: indexing documents into vector databases, retrieving the right context for a question and passing it to LLM APIs, using LangChain and LlamaIndex. I also use AI coding assistants every day, and I treat their output like any other code: read it, test it and keep what holds up.

How I approach the work

I like getting to the real problem before settling on a solution. That might mean shaping an API contract, making a dashboard answer one specific question, or choosing a plain tool instead of adding complexity. I value sound fundamentals, careful details and trade-offs that are written down.

Education

• MS in Data Science, Liverpool John Moores University
• Bachelor of Computer Applications, Guru Gobind Singh Indraprastha University
• Data Science Diploma Certificate in Deep Learning, IIIT Bangalore: view the credential

Beyond the screen

I still enjoy tinkering with a Raspberry Pi, and away from the keyboard I’m usually on a mountain trail or reading philosophy.

I made this site to bring my work and interests together and to keep practical notes on what I learn. It’s mostly a note to my future self; if it saves you an hour of debugging, even better. My step-by-step tutorials are on my engineering blog, tech.raturi.in.