top of page


Closing the loop on cloud security remediation using GenAI
Most cloud security programs today have detection figured out and remediation unsolved. The customers we work with have AWS Security Hub aggregating findings from Amazon GuardDuty, Amazon Inspector, Amazon Macie, AWS Config, AWS IAM Access Analyzer, and third-party Cloud Security Posture Management (CSPM) tools. The dashboards are full. What is missing is a reliable, repeatable path from a finding to a durable fix, with evidence that the fix worked and assurance that the same
Aman Bansal
3 days ago12 min read


Generative AI Deployment Guide on AWS
This detailed guide showcases advanced technical expertise in building and deploying production-ready AI solutions using AWS Services like Bedrock. Perfect for developers with 2+ years of cloud experience looking to advance their careers. For organizations investing in AI initiatives, this post provides a reliable way to identify and verify developers who can move beyond proofs-of-concept to build production-grade generative AI solutions that deliver tangible business results
Aman Bansal
Dec 4, 202513 min read
Quick Notes - DOMAIN 8: AWS Certified AI Practitioner
If you are prepping for the AWS Certified AI Practitioner https://aws.amazon.com/certification/certified-ai-practitioner/ , these notes should be enough to get the fundamentals for the exam. Domain 8: Essentials of Prompt Engineering Understand Prompts : By interacting with a model through a series of questions, statements, or instructions, you can adjust model output behavior based on the specific context of the output that you want to achieve. Using effective prompt stra
Aman Bansal
Nov 10, 20253 min read


Quick Notes - DOMAIN 7: AWS Certified AI Practitioner
If you are prepping for the AWS Certified AI Practitioner https://aws.amazon.com/certification/certified-ai-practitioner/ , these notes should be enough to get the fundamentals for the exam. Domain 7: Security, Compliance, and Governance for AI Solutions Amazon Web Services (AWS) provides a comprehensive set of tools, services, and partner solutions to build and secure artificial intelligence (AI) systems. These resources help achieve compliance objectives, such as protect
Aman Bansal
Nov 10, 20253 min read


Quick Notes - DOMAIN 6: AWS Certified AI Practitioner
If you are prepping for the AWS Certified AI Practitioner https://aws.amazon.com/certification/certified-ai-practitioner/ , these notes should be enough to get the fundamentals for the exam. Domain 6: Optimizing Foundation Models Explore two techniques to improve the performance of a foundation model (FM): Retrieval Augmented Generation (RAG) - Provide specific knowledge dataset for the tuning of the model. Fine-Tuning - Although foundation models are highly versatile, t
Aman Bansal
Nov 10, 20254 min read
bottom of page