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Joseph Velliah

Fulfilling God's purpose for my life

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May 11, 2024

Automating Code Reviews with GitLab CI/CD and Ollama

This will be quite useful in increasing code quality and be certain about best practices observed across a development process. In this article, we’ll look at how to set up a GitLab CI/CD pipeline for automating code reviews of Python...

DevSecOps GitLab Docker Ollama AI Python CI/CD

April 27, 2024

10 Essential Docker Best Practices for Optimizing Container Performance

Docker changed the way applications are deployed and run. For that to function at full throttle, one has to take care of the optimization of their containers. Here are ten best practices that help improve your Docker container performance, organized...

Docker

March 9, 2024

Exploring ARM Architecture: A Practical Demo with Python API on EKS

This blog post is intended for individuals interested in exploring the intricacies of ARM architecture, particularly software developers seeking to understand its capabilities within the context of Kubernetes orchestration.

EKS ARM Python Docker Kubernetes

February 17, 2024

Automated Security Scanning for Infrastructure as Code with GitLab

Today, in a world where almost everybody is going cloud-native, managing infrastructure efficiently as well as securely are essential practices for shaping up reliable systems. Infrastructure as Code (IaC) has revolutionized the way we handle infrastructure configurations and provisioning, however...

DevSecOps GitOps tfsec Terraform IaC AWS

January 14, 2024

AI-Driven ServiceNow Incident QnA Bot using Amazon Bedrock

In the ever-evolving landscape of IT service management, efficiency and rapid response are critical. Enter the ServiceNow Incident Analysis QnA Bot, a sophisticated tool designed to automate and streamline the process of incident analysis and resolution.

ServiceNow Amazon Bedrock LangChain Python Generative AI

December 2, 2023

Seamless EKS-S3 Integration with Amazon EKS Pod Identity

When I first explored integrating Amazon Elastic Kubernetes Service (EKS) with AWS services like S3, the complexity of permissions was quite daunting. That is when I discovered Amazon EKS Pod Identity, a tool that greatly simplified this task. In this...

EKS S3 IAM Pod Identity Python Security Kubernetes Docker

November 18, 2023

Renaming SharePoint List URLs and Titles with PnP PowerShell

SharePoint Online lists often have URLs that include the “/Lists/” path segment. Users may want to rename the URL and update the title of a list without losing this segment to maintain a clean structure and avoid breaking links. The...

PowerShell SharePoint Docker

October 7, 2023

Automating Security Scanning and Uploading Results to DefectDojo in GitLab CI/CD

Security is a critical part of the software development lifecycle, and automating security scans is a best practice for ensuring that vulnerabilities are caught early. In this article, we’ll walk through how to automate security scanning using GitLeaks, Semgrep, and...

DevSecOps DefectDojo GitLab ASPM Vulnerability GitLeaks Semgrep NJSScan Docker Security Python

September 4, 2023

Building Q&A App Using Bible API OpenAI and Pinecone

In today’s ever-evolving technological landscape, there are infinite possibilities to delve into and interact with Bible verses. I myself have recently embarked on a personal endeavor, creating a Q&A platform specifically tailored to the King James Version (KJV) of the...

Faith Bible API OpenAI Machine Learning Pinecone Milvus Vector Database LangChain Python

August 20, 2023

Revolutionize Chatbots with Pinecone OpenAI & Custom Data

In natural language processing (NLP), embeddings are vital in converting text data into a format that machines can understand. These dense vector representations of text capture the semantic meaning and are essential for various NLP tasks, including text classification, sentiment...

OpenAI Machine Learning Pinecone Milvus Vector Database Semantic Search Python

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