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Jagannath Rajagopal

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Jagannath Rajagopal

A brief, partly-known history of Hero Methods: Why I built Kado

You know, when I first wrote this down, I was told it was too long. Apparently, one needs a sound-bite these days. Something brief, catchy…

Aug 12, 2022

A brief, partly-known history of Hero Methods: Why I built Kado

Aug 12, 2022

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Jagannath Rajagopal

What are Hero Methods?

Advanced computational methods, and I‘ll refer to them as Hero methods from here on, help us solve complex, nonlinear problems…

Jul 18, 2022

What are Hero Methods?

Jul 18, 2022

Jagannath Rajagopal

Disaster Recovery Planning in the Supply Chain — an AI problem?

On March 17, 2000, a factory fire at a Philips Microchip plant affected two companies simultaneously — Nokia and Ericsson. Ericsson…

Oct 19, 2022

Disaster Recovery Planning in the Supply Chain — an AI problem?

Oct 19, 2022

Jagannath Rajagopal

Imagining small worlds: Microsimulation

The name for a family of simulations where individual units matter. People, cars, companies, households etc.

Sep 28, 2022

Imagining small worlds: Microsimulation

Sep 28, 2022

Jagannath Rajagopal

Big Leaps First: What to do when your ML model fails

When your current ML architecture does not work, what next?

Sep 19, 2022

Big Leaps First: What to do when your ML model fails

Sep 19, 2022

Jagannath Rajagopal

Marrying Neural Nets with Symbolic AI: Neurosymbolic models

A few years back, nVidia made an announcement that a computer beat a human for the first time at the task of image recognition. The…

Sep 16, 2022

Marrying Neural Nets with Symbolic AI: Neurosymbolic models

Sep 16, 2022

Jagannath Rajagopal

A compelling Paradigm in AI: Generative Design

Generative Design (GD) is a paradigm in which traditional design is carried out in collaboration with a computer system. Unlike a delegate…

Sep 15, 2022

A compelling Paradigm in AI: Generative Design

Sep 15, 2022

Jagannath Rajagopal

Probabilistic Programming — A gentle Intro

Probabilistic Programming = Probabilistic Modelling as a Computer Program

Sep 7, 2022

Probabilistic Programming — A gentle Intro

Sep 7, 2022

Jagannath Rajagopal

Machine Learning is NOT Artificial Intelligence

When building an ML model, you may want to think about whether it’s for something specific or general. In NLP, the task may be…

Sep 2, 2022

Machine Learning is NOT Artificial Intelligence

Sep 2, 2022

Jagannath Rajagopal

A domain adjacent to Machine Learning — Principle Driven Problems

One aspect of grad school I still find memorable was the emphasis on Operations Research, Systems Engineering and real world application…

Sep 1, 2022

A domain adjacent to Machine Learning — Principle Driven Problems

Sep 1, 2022

Jagannath Rajagopal

Jagannath Rajagopal

AI Design Thinker, Architect & Teacher | Co-founder www.kado.ai | Producer @ DeeplearningTV | Medium writer — follow and check back soon.

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