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05 · Colophon

Agent tooling, built in the open.

Founder of Symbiothus. Writing agent runtimes and developer tooling from Islamabad, Pakistan, and publishing most of it.

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© 2026 Asad Jehan Zeb

Certifications

Continuous learning.

Certifications from leading AI companies and educational platforms.

Anthropic

AI Fluency: Framework & Foundations

Certification in AI fluency covering frameworks, foundational concepts, and practical applications of AI systems.

Anthropic

AI Capabilities & Limitations

Deep understanding of what AI systems can and cannot do, including model capabilities, constraints, and reliability considerations.

Anthropic

Claude 101

Comprehensive training on Claude AI — prompt engineering, use cases, API integration, and best practices.

Google

Intro to Large Language Models

Foundational knowledge of large language models, their architecture, training, and deployment considerations.

Google · Coursera

AI Fundamentals

Core AI and machine learning concepts including supervised and unsupervised learning, neural networks, and ethical AI.

Domestika

Intro to Python Programming

Foundational Python programming skills covering syntax, data structures, functions, and object-oriented programming.