Aravind Patel

Network Exploitation & Wireshark

How to detect ARP spoofing and Man-in-the-Middle (MITM) attacks on local subnets using Wireshark?

Practical answer and configuration guide for How to detect ARP spoofing and Man-in-the-Middle (MITM) attacks on local subnets using Wireshark?.

Web App Security & OWASP Top 10

How to prevent SQL Injection (SQLi) vulnerabilities completely in modern web frameworks?

Practical answer and configuration guide for How to prevent SQL Injection (SQLi) vulnerabilities completely in modern web frameworks?.

Data Analytics

What is the optimal methodology for building enterprise data models (Star Schema vs Snowflake Schema)?

Practical answer and configuration guide for What is the optimal methodology for building enterprise data models (Star Schema vs Snowflake Schema)?.

Data Analytics

What is Statistical Significance and A/B test sample size calculation in product analytics?

Practical answer and configuration guide for What is Statistical Significance and A/B test sample size calculation in product analytics?.

Business Intelligence & Dashboards

How to manage BI report version control and deployment lifecycles using Git and CI/CD?

Practical answer and configuration guide for How to manage BI report version control and deployment lifecycles using Git and CI/CD?.

Answer on: How can developers reliably evaluate multi-agent system performance and latency metrics?

We set this up for our team last month. Make sure your SAML Attribute statement matches `https://aws.amazon.com/SAML/Attributes/RoleAttribute` exactly, otherwise Okta won't pass the role list correctly.

Answer on: How do metadata filtering and HNSW index parameters affect query latency in multi-tenant RAG systems?

Audit your permission set policies regularly using AWS IAM Access Analyzer to catch any wildcard `*` permissions that creep in over time.

Answer on: How to optimize context window utilization to maintain high model reasoning on 128k+ token prompts?

Do you create separate permission sets per account or keep them standardized at the OU root level?

Answer on: How do you defend enterprise LLM applications against prompt injection and jailbreak exploits?

How are you handling CLI session duration limits for developers who run long automated deployment scripts?

Answer on: What are the performance impacts of adding real-time output verification guardrails?

AWS IAM Identity Center works natively with Google Workspace as well using SAML 2.0, so you don't necessarily need Okta if you're already on Google Workspace.