--- title: Imagination Blog | Mario Florea description: "Mario Florea is Director of Engineering at Imagination Technologies, where he leads engineering efforts focused on AI software for GPU-accelerated edge inference. His work centers on enabling efficient, high-performance AI workloads on resource-constrained devices, bridging the gap between modern AI models and highly optimized GPU hardware.\n \nWith a strong background in engineering and technology leadership, Mario works at the intersection of AI software, and GPU architecture, helping turn emerging AI capabilities into practical solutions for the edge." --- [![Imagination](https://blog.imaginationtech.com/hubfs/Imagination_December2019%20Theme/Images/Header%20Logo%20White.svg) ![Imagination](https://blog.imaginationtech.com/hubfs/Imagination_December2019%20Theme/Images/Header%20Logo%20Black.svg)](https://blog.imaginationtech.com/) - [Products & Solutions](https://www.imaginationtech.com/products/) - [GPU](https://www.imaginationtech.com/products/gpu/) - [CPU](https://www.imaginationtech.com/products/cpu/) - [AI](https://www.imaginationtech.com/products/ai/) - [Ethernet](https://www.imaginationtech.com/products/ethernet/) - [Ray Tracing](https://www.imaginationtech.com/products/ray-tracing/) - 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It focuses on implementation and optimization... [Read more](https://blog.imaginationtech.com/from-prototype-to-performance-optimizing-opencv-resize-on-volcanic-gpus) [![](https://blog.imaginationtech.com/hubfs/Untitled%20design%20(4).png)](https://blog.imaginationtech.com/running-opencode-with-llama.cpp-and-qwen-3.5-on-e-series) ## [Running OpenCode with llama.cpp and Qwen 3.5 on E-Series](https://blog.imaginationtech.com/running-opencode-with-llama.cpp-and-qwen-3.5-on-e-series) [AI](https://blog.imaginationtech.com/tag/ai) [Software](https://blog.imaginationtech.com/tag/software) 5 min read Edge AI gets more interesting when a model does more than answer prompts. It plans, calls tools,... [Read more](https://blog.imaginationtech.com/running-opencode-with-llama.cpp-and-qwen-3.5-on-e-series) [1](https://blog.imaginationtech.com/author/mario-florea/page/1) » - Products - [GPU](https://www.imaginationtech.com/products/gpu/) - [CPU](https://www.imaginationtech.com/products/cpu/) - [AI](https://www.imaginationtech.com/products/ai/) - [Ethernet](https://www.imaginationtech.com/products/ethernet/) - [Ray Tracing](https://www.imaginationtech.com/products/ray-tracing/) - [Open Access](https://www.imaginationtech.com/products/open-access/) - [Design Optimization Kit](https://www.imaginationtech.com/products/design-optimisation-kit/) - [Product Finder](https://www.imaginationtech.com/products/catalog/) - Developers - [Developers](https://developer.imaginationtech.com/) - [PowerVR SDK and Tools](https://developer.imaginationtech.com/powervr-sdk/) - [Developer Downloads](https://developer.imaginationtech.com/downloads/) - [Developer Documentation](https://docs.imgtec.com/) - [Developer Forums](https://forums.imgtec.com) - About Imagination - [About Us](https://www.imaginationtech.com/about/) - [Career Opportunities](https://www.imaginationtech.com/careers/) - [Imagining a Sustainable Future](https://www.imaginationtech.com/imagining-a-sustainable-future/) - [Corporate Social Responsibility](https://www.imaginationtech.com/csr/) - [Imagination Leadership](https://www.imaginationtech.com/leadership/) - [Contact Imagination](https://www.imaginationtech.com/contact-us/) - Applications - [Automotive](https://www.imaginationtech.com/products/automotive/) - [Consumer](https://www.imaginationtech.com/products/consumer/) - [Desktop](https://www.imaginationtech.com/products/desktop/) - [Mobile](https://www.imaginationtech.com/products/mobile/) - News & Insights - [News](https://www.imaginationtech.com/news/) - [Resources](https://www.imaginationtech.com/resources/?query=resource&filter-language=english&filter-search=) - [Blog](https://blog.imaginationtech.com/) - [Events](https://www.imaginationtech.com/events/) - [Webinars](https://www.imaginationtech.com/webinars/) - [The Future of Automotive](https://www.imaginationtech.com/future-of-automotive/) - [University Programme](https://university.imgtec.com/) [linkedin](https://www.linkedin.com/company/imgtec) [twitter](https://twitter.com/imaginationtech) [youtube](https://www.youtube.com/user/Imgtec/) [github](https://github.com/powervr-graphics) ![Imagination](https://blog.imaginationtech.com/hubfs/Imagination_December2019%20Theme/Images/Footer%20Logo.svg) © Imagination Technologies Limited. 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