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AI Foundations
Complete challenges to reveal your strongest AI domain.
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Learning record
112 challenges
112 correct answers with 100% accuracy.
Top achievement
112-day streak
Your longest consistency milestone on AIMates.
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Posts
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Published contributions
Practical AI knowledge shared with the AIMates community.
AI AgentsPublished27 Oct 2026
The Agent Permission Problem: Why Prompting Isn't a Security Boundary
Why prompt-based guardrails fail for autonomous agents, and how engineering teams are using protocols like MCP, ephemeral microVM sandboxes, and tiered Human-in-the-Loop gates to build secure enterprise AI systems.
AI AgentsSecuritySandboxingMCP
Read articleAI AgentsPublished17 Aug 2026
Building Your First AI Agent: From Prompt to Practical Workflow
Learn how AI agents move beyond simple prompting to reason about goals, use tools, maintain context, take actions, and complete practical real-world workflows.
AI AgentsGenerative AILLMPython
Read articleStory
AI journey
Jul 2026
Joined AIMates
Started building a measurable AI learning journey.
Jul 2026
Completed first challenge
Added the first verified activity to the profile.
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Earn first milestone
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Oct 2026
Published on AIMates
2 practical AI articles are now part of this public AI journey.
Identity
About me
I build practical AI products, learning experiences and systems that help people use AI confidently for real work.
Current focusPractical AI for real work
AIMates learning record112 completed challenges
Interests
AI interests
AI Agents
RAG
Prompt Engineering
Enterprise AI
Python
LLMs
AI Automation
Computer Vision
Machine Learning
Data Engineering