Closing the Gap Between Research and Reality.

While the race to develop AI models accelerates at breakneck speed, the infrastructure to deploy and maintain them is lagging. In an industry where most projects never leave a Jupyter Notebook, I focus on the 'Hard-Hat' side of Machine Learning. I bridge the gap between experimental code and production-grade systems, replacing the 'Wild West' of manual deployments with automated, reproducible, and scalable MLOps discipline.

Get Started

About Me

Learn more about me

I have worked as a software consultant for over two decades. I have augmented teams as an engineer as well as led teams of talented individuals. I am passionate about building robust, scalable, and maintainable systems that boost efficiency and brings cost down. My core skill set had been building enterprise systems using Java. I took a sabbatical to work on some personal projects. The advent of AI has reignited my passion for software development. You can chat with my digital twin to know more about me. This was developed by me and is deployed on GCP.

Every day brings a new AI buzzword, yet the core challenges of data science remain: reproducibility, state management, and deployment latency. I specialize in bringing order to this complexity. By treating AI as a software engineering discipline rather than a series of experiments, I can help teams transition from messy, manual workflows to robust systems that are deployable by design and maintainable by default.

You can learn more about me by talking to my digital twin. You can ask questions about my AI knowledge or you can ask anything you would like to know about me based on my experience. While I have implemented guard rails, LLMs at times are very cheeky and find a way to break the guard rails. Please be kind to my digital twin it is after all just a bunch of zeroes and ones living in an ephemeral space.

Chat with Me!

Portfolio

Jules and I are still working hard and long to get everything working please comeback in a week and I will have more to say and show

App 1

App

Web 3

Web

App 2

App

Resume

Check my Resume

Education

Bachelor of Science

1994 - 1997

University of Madras, India

Professional Experience

While Jules is busy implementing my architecture and requirements, I encourage you to talk to my digital twin

Contact

Contact Me

Email

jagkanangi@gmail.com

Loading
Your message has been sent. Thank you!