Manas Upadhyay

@manas1051

Architect | Public Speaker

IndiaJoined July 2025

About

I am an experienced AWS Cloud and DevOps Architect with a strong background in designing, deploying, and managing cloud infrastructure using modern automation tools and cloud-native technologies.

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Manas Upadhyay's blogs

Kubernetes (0->2->🦸‍♂️)k8s-kubernetes.hashnode.dev8 posts

Amazon AIamazon-augmented-ai.hashnode.dev4 posts

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Recently published

amazon-augmented-ai.hashnode.dev

Retraining ML Models with Amazon A2I Results: Building Continuous Improvement Pipelines

In our previous articles, we explored what Amazon Augmented AI (A2I) is and how to build custom human review loops. Now it’s time to dive into the final and most exciting part: how to close the feedback loop and continuously improve your machine lear...

Jul 12, 20254 min read

amazon-augmented-ai.hashnode.dev

Building Custom Human Review Loops with Amazon Augmented AI (A2I)

In our last article, we explored the architecture of Amazon Augmented AI (A2I) and how it enables human-in-the-loop workflows with minimal overhead. Now, it’s time to get hands-on and walk through the process of creating a custom human review loop us...

Jul 11, 20253 min read

amazon-augmented-ai.hashnode.dev

Inside the Engine: Architecture of Amazon Augmented AI (A2I) and Creating Custom Human Review Workflows

In our previous article, we explored what Amazon Augmented AI (A2I) is and how it brings together human judgment and machine learning to create more trustworthy, accurate workflows. Now, let’s go deeper. In this post, we’ll explore the architecture b...

Jul 10, 20254 min read

amazon-augmented-ai.hashnode.dev

Understanding Amazon Augmented AI (A2I): Adding the Human Touch to Artificial Intelligence

In the world of Artificial Intelligence and Machine Learning, automation is often seen as the holy grail. But even the smartest machines can get confused, especially when decisions require nuance, context, or careful judgment. So what do you do when ...

Jul 9, 20254 min read

k8s-kubernetes.hashnode.dev

Kubernetes From Zero to Hero – Part 8: ConfigMaps and Secrets – Managing Application Configuration the Right Way

Recap: What We Learned Previously In our previous blog, we: Introduced Ingress and Ingress Controllers Understood how Ingress routes traffic based on paths or hostnames Deployed an Ingress Controller to expose multiple services under the same doma...

Feb 17, 20253 min read

Manas Upadhyay

About

Available for

Manas Upadhyay's blogs

Recently published

Retraining ML Models with Amazon A2I Results: Building Continuous Improvement Pipelines

Building Custom Human Review Loops with Amazon Augmented AI (A2I)

Inside the Engine: Architecture of Amazon Augmented AI (A2I) and Creating Custom Human Review Workflows

Understanding Amazon Augmented AI (A2I): Adding the Human Touch to Artificial Intelligence

Kubernetes From Zero to Hero – Part 8: ConfigMaps and Secrets – Managing Application Configuration the Right Way

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Manas Upadhyay

About

Available for

Manas Upadhyay's blogs

Recently published

Retraining ML Models with Amazon A2I Results: Building Continuous Improvement Pipelines

Building Custom Human Review Loops with Amazon Augmented AI (A2I)

Inside the Engine: Architecture of Amazon Augmented AI (A2I) and Creating Custom Human Review Workflows

Understanding Amazon Augmented AI (A2I): Adding the Human Touch to Artificial Intelligence

Kubernetes From Zero to Hero – Part 8: ConfigMaps and Secrets – Managing Application Configuration the Right Way