Resume

Surprise Test for Deep Learning Model

Machine learning models like other software are vulnerable to wrong outputs and adversarial attacks. It is quite necessary to check for their correctness and robustness through various tests before deployment.

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Genetic Algorithms for Optimization

Genetic algorithms have gain popularity recently owing to its similarity to genetic evolution and use in optimization techniques. Prof John Holland, known as the father of genetic algorithms, presented the concept in 1960 at the University of Michigan. The idea was mainly inspired by Charles Darwin`s theory of Evolution. These algorithms are widely used in mathematics nowadays.

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An insight to BERT Attentions

Attention mechanisms are now commonly used in many NLP tasks. Attention mainly refers to focus on data in machines like humans. The year 2017 has been very pivotal in terms of its contributions to Machine Learning especially Natural Language Processing. The transformer Models changed the way of putting NLP tasks in a different fashion. Previously, For NLP tasks like Summarization and question answering, a common implementation was dot-based attention (flat attentions).

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AI-Technologies for Healthcare

Artificial Intelligence is steeply covering all public sectors with its wide application and deep understanding algorithms. The current decade has shown tremendous research breakthroughs in Machine learning for the healthcare sector. Although these developments can be categorized into two areas namely Image-based (Computer Vision) AI & Text-based (Natural Language Processing) AI.

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Womanification…!

Nowadays, where women are having a lead role in many positions throughout organizations and businesses. Their contributions and importance on social media are highly conclusive. This trend is often observable in many themes such as an advertising industry for attraction, usage of social platforms and women empowerment drives.

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Towards Atheism…..!!!

The Perception of the Evolution of mankind on this earth has always been a debatable topic. This thought is aesthetically evaluated based on one`s culture, religions, and society. Where there is an inherent war between all believers of a different faith. A recent transition towards science and logic is a more provoking thought for humans around the world.

A detailed article can be read here.