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Cloud Native

A collection of 15 posts

Building a CI/CD Pipeline for iGuroo Mentoring Platform

Building a CI/CD Pipeline for iGuroo Mentoring Platform

1. Introduction DevOps is essential in modern software development, and AWS provides a suite of services to help implement DevOps practices efficiently. These services streamline the continuous integration and continuous delivery (CI/CD) process, ensuring that code changes are automatically tested and deployed. Key AWS DevOps services include: * AWS CodeCommit:

Jul 19, 2024 3 min read

Evaluate Anthropic Claud 3 Models with AWS Bedrock & FMEval Custom Model Runner

Artificial Intelligence

Evaluate Anthropic Claud 3 Models with AWS Bedrock & FMEval Custom Model Runner

Evaluating Large Language Models (LLMs) is essential to ensure they meet the specific needs of diverse use cases while maintaining responsible AI practices. In this blog, we delve into how AWS Bedrock and FMEval facilitate the evaluation of Anthropic Claude 3 models. These tools provide a comprehensive framework for assessing

Jun 24, 2024 17 min read

Bridging the Gap: GraphQL Schemas for Graph Data Modeling in AWS Neptune

Bridging the Gap: GraphQL Schemas for Graph Data Modeling in AWS Neptune

Data modeling for graph databases has traditionally been a challenging task compared to relational databases, where entity-relationship diagrams (ERDs) provide a clear and standardized way to visualize the data model. With graph databases, representing the intricate web of nodes, relationships, and edges can be complex and difficult to communicate effectively.

Jun 2, 2024 6 min read

Modernizing Asset Condition Monitoring: Our Strategic Pivot to Generative AI for NLG Reports

Modernizing Asset Condition Monitoring: Our Strategic Pivot to Generative AI for NLG Reports

In this blog post, I’ll explore our strategic evolution in advising a client within the asset condition monitoring sector. Our focus was on transforming complex machine data into intuitive, natural language generated (NLG) reports. This shift aimed to empower asset condition monitoring analysts and field engineers with the ability

Mar 7, 2024 5 min read

Natural Language Engine with AWS Bedrock, Anthropic Claude 2 & Langchain

Natural Language Engine with AWS Bedrock, Anthropic Claude 2 & Langchain

In this blog post, I will cover about how we created a natural language engine for a client with AWS Bedrock, Anthropic Claude 2 and Langchain. AWS Bedrock, ensures the seamless scalability and security of cloud-based applications, setting the stage for groundbreaking advancements in artificial intelligence. Anthropic Claude 2, delivers

Mar 5, 2024 6 min read

LocalStack S3: Your Key to Seamless Apache Spark Development

LocalStack S3: Your Key to Seamless Apache Spark Development

Introduction In a world where data rules the day, the importance of validating and testing code before it’s integrated into your operational environment cannot be overstated. Yet, gaining access to Amazon Web Services (AWS) S3 storage from your local development machine can often pose challenges for developers and organizations

Nov 3, 2023 6 min read

Advancing Generative AI with AWS Bedrock

Advancing Generative AI with AWS Bedrock

In the first part of the post, I discussed about taking part in a hackathon by building a Mediverse Bot, a Generative AI Medical Application, emphasizing the AWS innovation in Generative AI offerings, comprehensive vector database offerings, and design & architecture of Mediverse Bot Recognizing the transformative potential of generative

Oct 20, 2023 7 min read

AWS Streaming Showdown: Understanding the Streaming Options

AWS Streaming Showdown: Understanding the Streaming Options

The value of insights derived from data diminishes rapidly over time, making speed a paramount business objective. Streaming data processing emerges as the solution, enabling businesses to instantly extract and act on insights, enhancing the customer experience. Traditional batch processing falls short in offering real-time solutions like risk mitigation or

Oct 14, 2023 9 min read

From Zero to Hero: Building an AWSome Generative AI App in Under 50 Hours!

From Zero to Hero: Building an AWSome Generative AI App in Under 50 Hours!

In the fast-paced world of technology, hackathons have become a breeding ground for innovation. They challenge participants to think outside the box, pushing the boundaries of what’s possible. Recently, I took part in the HealthUniverse Hackathon, where I had the opportunity to harness the power of AWS to build

Sep 19, 2023 5 min read

Journey to Azure Certifications

Journey to Azure Certifications

We have listed our collective experience of attempting multiple Azure certifications, courses & practice test and the overall exam format. Some Azure Facts: * Azure treats exams and certifications differently. Certain certifications require two or more exams to be successfully completed to get a certification (eg: AZ-303 & AZ-304). Doing any

May 3, 2022 7 min read

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