Simulated data generator

A high velocity and high veracity data generator to generate data based on custom organizational needs

Project Overview

For a big-data project, I simulated the real data that existed in the system

The Challenge

The agency’s creative process was time-consuming, often requiring days of brainstorming to generate initial concepts for clients. They needed a way to accelerate this process while maintaining a high level of creativity and originality.

My Solution

I designed and built a custom AI pipeline that included:

A fine-tuned Large Language Model (LLM) for generating compelling brand names and slogans.

A Diffusion Model trained on a curated dataset of logos to produce unique visual identities.

A simple web interface that allowed the creative team to input keywords and parameters to guide the generation process.

The system was deployed on a secure cloud infrastructure, ensuring data privacy and scalability. The final tool was not a replacement for their designers, but a powerful assistant that provided a vast array of starting points, which the team could then refine and develop.

© 2025 Suraj Pal Singh. All rights reserved.