Edge Computing

  • Bringing Computer Vision to the Edge: How I Cut Real-Time Similarity Search Battery Usage by 50%

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    Building real-time computer vision on low-end mobile devices comes with unique challenges—especially when every second of inference drains battery. In this deep dive, I share how I optimized similarity search using HNSW, hybrid re-ranking, and edge-focused techniques to cut battery usage by over 50% while keeping accuracy nearly perfect.

  • DeepSeek: The Quiet Math Tweak That Might Redefine the AI Future

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    It didn’t arrive with fireworks or fanfare. DeepSeek slipped into the scene with a simple mathematical change—and suddenly, it was the name on everyone’s lips. But what’s really behind the hype? Let’s unpack how a humble paper sparked global buzz, and what it means for the future of AI, geopolitics, and the race for smarter,…