Aashna's Portfolio
Blogs
Predicting throughput (QoS) in Vehicular Networks Using Machine Learning
Explains the process of using machine learning to predict network throughput (QoS) in vehicular environments using telecom signal data, location, and environmental context. Demonstrates how predictive models can help vehicles or fleets anticipate connectivity changes and make smarter routing decisions.
From plug-and-play to custom agents: The Complete Path to Building Agents with Google’s AI Stack
Explains how to build enterprise-grade AI agents using Google’s Gemini Enterprise and ADK, from plug-and-play connectors to fully custom multi-agent systems. Shows how these tools turn data and APIs into deployable, intelligent workflows.
Observability in Google ADK: How to Watch Your AI Agent Think, Call Tools, and Debug in Real Time
xplores observability in Google’s Agent Development Kit (ADK), showing how to trace agent reasoning, tool calls, and internal state in real time. Offers strategies for debugging and monitoring AI agents during live execution.
Debugging Third-party Identity Provider (Entra ID) and AgentSpace Integration: Why “sub” Breaks Your ACLs
Investigates the integration between Entra ID and AgentSpace, diagnosing why the sub claim breaks in token exchanges. Provides techniques for decoding, debugging, and aligning claims to restore identity federation.
A Guide to cracking the AWS Certified Machine Learning Specialty exam
Shares insights and study strategies for passing the AWS Certified Machine Learning – Specialty exam. Covers recommended resources, personal experience, and tips for preparing deep learning, data engineering, and model deployment topics.
Sniffing an AirDrop connection on Wireshark (iPhone to MacBook)
Investigates how to monitor and analyze AirDrop traffic between an iPhone and MacBook using Wireshark, demystifying the protocols and packets involved. Presents practical steps to capture and interpret the exchange for network security insights.
How to Decode and Debug Entra ID Tokens for Workforce Identity Federation
Shows how to decode and debug Entra ID tokens in the context of Workforce Identity Federation, by interpreting JWT claims and troubleshooting mismatches. Walks through token inspection and alignment strategies to ensure successful cross-identity integration.