Author: Arda Doğantemur
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Lab Report: Building a Real On-Device Intent Classifier with a Small Language Model
Most AI demos look impressive—until you try to ship them in a real mobile app. This technical walkthrough shows how to build a production-ready intent classifier that runs entirely on-device using Small Language Models. No cloud dependency. No user data leaving the device. Sub-second response times.
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On-Device AI vs Cloud AI
Cloud AI or on-device? The answer depends on your latency, privacy, and cost constraints—not the hype cycle. A quick framework for choosing.
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DataSapien Lab Report: What’s the Best Local LLM?
Last week, we were asked “What’s the best local LLM that you are using?” and it’s a good question. And here’s the thing: there is no single “best” local LLM. The answer is always contextual, shaped by the tension between what’s theoretically possible and what actually works in the real world. A powerful model means nothing if it drains battery life, takes minutes to respond,…
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DataSapien Lab Report: Running Google Gemma 3n on iOS
In this DataSapien Lab report, engineer Arda Dogantemur shares how he successfully ran Google’s Gemma 3n model natively on iOS—without Python or cloud dependencies. It’s a milestone for edge AI, private personalisation, and zero-shared data orchestration on mobile devices.
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On-Device LLMs And Agentic AI…
On-device LLMs promise privacy and personalisation, but they aren’t yet agentic. DataSapien bridges that gap with a rules- and ML-powered intelligence stack that acts proactively, understands context, and runs entirely on-device. The result? A dependable, private personal AI agent that gets real jobs done — no cloud dependency required.
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Privacy By Design – The Future of Customer-Centric Data Protection
Introduction As the technology in the world around us rapidly advances, privacy has become a paramount concern. Recent high-profile data breaches, data misuses and increasing public awareness have underscored the urgent need for robust privacy protections. At DataSapien, we recognize Privacy By Design (PbD) as not just a trend but a necessity. With industry leaders…