In this article, I will share my experience setting up a software demo project for a device, which can recognize and act on certain voice commands. The solution will be used to evaluate the feasibility of using ML (Machine Learning) approach to detect keywords in a constrained environment. Our demo is quite simple conceptually: a hardware device with connected LEDs and a microphone. The microphone is listening to voice commands recognizing three main colors: GREEN, RED, and WHITE. For each […]

According to Business Insider, a single minute of data infrastructure downtime in a data center costs the companies using this data center over $8,000. The more complex your data infrastructure is, the greater the risk of errors that can lead to downtime, compromised data quality, or disruption of vital processes. The challenge lies in the fact that even a well-tuned data infrastructure is vulnerable to unexpected errors and disruptions that can severely impact its performance. That’s why it’s crucial to […]