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    Safi Ullah

    AI Engineer

    Safi Ullah is an AI Engineer at Originsoft Consultancy with expertise in generative AI, foundation model research, and applied machine learning. He works at the intersection of AI research and engineering, translating cutting-edge findings into actionable insights for production teams.

    Generative AIFoundation ModelsAI ResearchApplied MLLLMs
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    Articles by Safi Ullah

    Generative AI14 min

    Generative AI in Production Systems: What Developers Must Get Right

    Moving Generative AI from demos to production is no longer about prompts. In 2026, success depends on architecture, cost discipline, observability, and trust at scale.

    Jan 12, 2024
    Agentic AI4 min

    Building Intelligent Swarm Agents with Python: A Dive into Multi-Agent Systems

    Swarm agents and multi-agent systems let specialized agents collaborate to solve complex workflows. This article walks through a Python implementation and explores why MAS matter.

    Dec 11, 2024
    Generative AI11 min

    Beyond the Token: Is VL-JEPA the End of the LLM Era?

    Meta’s VL-JEPA research challenges the foundations of modern AI. Explore why leading researchers believe token-based language models may not be the future of intelligence.

    Jan 12, 2026
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