Atul Singh, PhD – Medium

Atul Singh, PhD

Atul Singh, PhD

Are we ready to use Artificial Intelligence (AI) as our next Doctor?

In the year 2371, in the Star Trek universe, the Doctor, an Emergency Medical Hologram, becomes the chief medical professional for the Star…

Mar 12, 2023

Are we ready to use Artificial Intelligence (AI) as our next Doctor?

Mar 12, 2023

Atul Singh, PhD

Why Software Research Labs Fail?

Research labs are a significant investment by enterprises to delight existing customers, shape the future and unlock new growth streams…

Aug 25, 2021

Why Software Research Labs Fail?

Aug 25, 2021

Atul Singh, PhD

Useful Research Papers for Applied Machine Learning Practitioners

AI-ML has benefitted from the extensive research on the subject fuelled by the business needs to optimize their processes. An AI-ML…

May 28, 2021

Useful Research Papers for Applied Machine Learning Practitioners

May 28, 2021

Atul Singh, PhD

The Land of Goddess Danu

Even though separated by thousands of kilometre, the small island nation of Ireland shares old ties with India. Ireland provided the foot…

Apr 9, 2021

The Land of Goddess Danu

Apr 9, 2021

Atul Singh, PhD

When God did a Creative Remix!!

This is about verses from Katha Upanishad which are repeated in Bhagwad Gita

Feb 26, 2021

When God did a Creative Remix!!

Feb 26, 2021

Atul Singh, PhD

Question Answering (Part 6): Using pre-trained BERT (Bidirectional Encoder Representations from…

In this article let us look at the architecture of a Question Answering system, and we can build one using a pre-trained Question Answer…

Feb 24, 2021

Question Answering (Part 6): Using pre-trained BERT (Bidirectional Encoder Representations from…

Feb 24, 2021

Atul Singh, PhD

Question Answering (Part 5): Using BERT (Bidirectional Encoder Representations from Transformers)…

In this article we will look at BERT (Bidirectional Encoder Representations from Transformers) a word embedding developed using…

Jan 17, 2021

Question Answering (Part 5): Using BERT (Bidirectional Encoder Representations from Transformers)…

Jan 17, 2021

Atul Singh, PhD

Question Answering (Part 4): Transformers

In this article we will present a high level overview of attention, and transformers which form the building block of most modern Question…

Jan 16, 2021

Question Answering (Part 4): Transformers

Jan 16, 2021

Atul Singh, PhD

Question Answering (Part 3): Datasets For Building Question Answer Models

In the previous post of this series (Part 2) we looked at a taxonomy for build Question Answering systems. We looked at information…

Jan 15, 2021

Question Answering (Part 3): Datasets For Building Question Answer Models

Jan 15, 2021

Atul Singh, PhD

Question Answering (Part 2): Taxonomy and Comparison of Different Categories of Question Answering…

In the first part of this series we looked at how Question Answering systems can help organizations unlock the information available in…

Jan 8, 2021

Question Answering (Part 2): Taxonomy and Comparison of Different Categories of Question Answering…

Jan 8, 2021

Atul Singh, PhD

Atul Singh, PhD

Data scientist, with extensive experience of design, development, and industrialization of AI/ML based solutions for finance, telecom, retail and healthcare.

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