Insights & Articles
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Attention Aware Player: AI-Powered Attention Detection for Netflix
Attention Aware Player is a privacy-first Chrome extension for Netflix that monitors user attention locally in real-time using MediaPipe face detection. If you look away, it pauses the video; once you return, it resumes and offers automated rewinding for missed content. Running entirely on-device via WebAssembly, it guarantees complete viewing privacy.
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MediaMTX WHIP/WHEP Latency: What We Actually Measured Across 4 Production Deployments
We captured glass-to-glass latency numbers from four real-world MediaMTX deployments—ranging from live commerce and industrial surveillance to edge AI. Discover what these benchmarks mean for product CTOs.
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AI in Digital Transformation: The Strategic Role of AI Consulting
How AI consulting accelerates digital transformation through machine learning, computer vision, and NLP.
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Top Open-Source IoT Frameworks for Scalable Architecture in 2026
A technical guide comparing leading open-source IoT frameworks like ThingsBoard, Eclipse Kura, and Mainflux.
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Predictive Demand Forecasting for Indian Retail: Data, Models, and Pitfalls
Analyzing data challenges and ML models for demand forecasting in the diverse Indian retail market.
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Anomaly Detection for Manufacturing Quality: Practical ML Approaches That Work
Practical machine learning approaches for anomaly detection in manufacturing quality control.
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