This is the MS thesis defend presented in Spring'13. The topic was to present an cloud connected embedded system performing water quality analysis using portable UV spectrometer. Artificial neural network based technique was developed to classify pure vs. dirty water based on COD (Chemical Oxygen Demand) parameter.