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1. SpikeNest SpikeNest Public

   An event-driven edge AI solution that combines acoustic and vibration sensing with Spiking Neural Networks to enable energy-efficient fault detection and predictive maintenance.

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   Prototype system for selective machine unlearning that explores targeted knowledge degradation in language models using gradient-ascent optimization. The project investigates concept removal, catas…

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   Healthcare opportunity discovery and validation platform focused on chronic care workflows, coordinator efficiency, and hospital operations.

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