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Exploring the Frontier
of AI & Machine Learning.

Deep dives into Neural Networks, LLMs, and the future of technology. Join me as I decode the algorithms shaping our world.

Latest Writing

1 posts
Are Large Models Losing Their Edge? Why Specialized Small Models Are the Future
> Are Large Models Losing Their Edge? Why Specialized Small Models Are the Future
2024-11-22

Large language models, like the brilliant minds behind GPT-3, GPT-4, and LLaMA, are learning to think and write just like us humans! By Training huge amounts of text, they're getting smarter and smarter, understanding the context of conversations, answering questions, finishing stories, and even creating their own! Take LLaMA, for example, a family of models created by Meta. It's like a super-smart language assistant, efficient and powerful, excelling at tasks like translating languages, summarizing long texts, and answering your questions. But as these models grow bigger and smarter, they need a lot of energy and computing power to learn and work

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Selected Projects

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AgentBox

AgentBox is a foundational security layer designed to operate between an AI agent's code and the host operating system. It intercepts potentially hazardous operations-such as file system access, network connections, or command execution-and evaluates them against a user-defined security policy.

[rust]
OCR Agent - Invoice Extraction System

An intelligent invoice extraction system that combines Google Gemini OCR with OpenAI GPT for accurate, structured data extraction from PDF invoices.

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