Purvag Patel

Head of Engineering & AI Machine Learning Leader PhD in Artificial Intelligence

Pioneering the future of AI by making content creation seamless and accessible. Driving innovation at the intersection of advanced language models and cutting-edge image/video generation.

Explore My Journey

About Me

As an accomplished Machine Learning Leader with a PhD in Artificial Intelligence, I've dedicated my career to transforming complex AI concepts into practical, scalable solutions that drive real-world impact.

My journey spans diverse leadership roles across cutting-edge technology companies, from optimizing ad auction models at Amazon to architecting ML solutions for high-performance services at Zillow, and leading machine learning evaluations at Square, Inc.

Currently, as Head of Engineering & AI at Invisible Universe, I'm passionate about democratizing AI content creation through Invisible Studio, combining advanced language models with cutting-edge image and video generation tools to make AI accessible to everyone.

PhD in AI

Deep theoretical foundation

ML Infrastructure

Managed robust cloud platforms powering 3000+ ML models

AI Content Creation

Advanced techniques in LoRA, Retrieval-Augmented Generation, and generative diffusion models

Engineering Leadership

Clarity fuels momentum

Professional Journey

Head of Engineering & AI

Invisible Universe Apr 2024 – Present

Leading AI content creation innovation through Invisible Studio

Head of Data Governance Foundation

Square, Inc. Jun 2023 – Mar 2024

Established generative AI governance frameworks

Head of Machine Learning Evaluations

Square, Inc. Sep 2021 – Jun 2023

Managed 3000+ ML models across cloud infrastructure

Software Development Manager

Amazon.com, Inc. Aug 2020 – Sep 2021

Optimized ad auction models for revenue growth

Senior Development Manager

Zillow Group, Inc. Feb 2018 – Jul 2020

Architected high-performance ML solutions

Senior Software Development Engineer

Zillow Group, Inc. Aug 2016 – Jan 2018

Built personalized recommendation systems

Software Development Engineer

Zillow Group, Inc. Feb 2014 – Aug 2016

Developed scalable ML pipelines and notification systems

Thought Leadership & Insights

Revolutionizing Animation with AI

How AI is transforming animation

Exploring how Invisible Universe is transforming the animation industry through AI-powered content creation and democratizing creative tools.

Read on Medium

What AI Agents Can and Can't Do

Capabilities and limitations explained

A comprehensive introduction to AI agents for non-technical audiences, explaining their capabilities, limitations, and real-world applications.

Read on Medium

Forrest Gump: Unraveling the Marathon of Life

Life lessons from Forrest Gump's journey

A personal reflection on life's journey, drawing parallels between Forrest Gump's marathon and the continuous pursuit of growth and purpose.

Read on Medium

Current Work: Invisible Universe

Democratizing AI Content Creation

At Invisible Universe, I lead the development of Invisible Studio, a revolutionary platform that makes AI content creation accessible to everyone. Our platform combines advanced language model integration with cutting-edge image and video generation capabilities, all built on scalable AI infrastructure that ensures reliable performance at scale.

What sets Invisible Studio apart is its seamless user experience—we've designed the platform to break down the barriers to creative expression by providing an intuitive interface that empowers creators, marketers, and businesses to bring their ideas to life with unprecedented ease. Users can create short-form videos, photorealistic imagery, and engaging content through a unified experience that seamlessly integrates multiple AI technologies.

Ready to Explore the Future of AI Together?

I'm always excited to connect with fellow AI enthusiasts, professionals, and innovators. Whether you're interested in discussing the latest developments in machine learning, exploring collaboration opportunities, or simply sharing insights about the future of technology, I'd love to hear from you.

Let's build the future of AI together.