Daniel Myhrman Email & Phone Number

Lund Sweden

Java (Android), Keras, TensorFlow Lite, Python, HTML, CSSCollected and annotated smartphone sensor data and trained deep learning models. Developed an Android application running inference with custom trained models.Part of the Venturelab incubator and startup program. Bootcamp, workshops and lectures about value and customer proposition, business model etc.

Lund, Sweden

Python, Keras, Pandas, NumPyCollected and annotated room occupancy levels of real meetings. Analyzed and processed the data to pair it with motion sensor data from sensors in the meeting rooms. Built and trained machine learning models that count the number of meeting occupants. Resulted in models that count the number of occupants with a mean absolute error of 0.94 and a mean squared error of 2.27 for occupants ranging from 0 to 15.URL:… Show more Python, Keras, Pandas, NumPyCollected and annotated room occupancy levels of real meetings. Analyzed and processed the data to pair it with motion sensor data from sensors in the meeting rooms. Built and trained machine learning models that count the number of meeting occupants. Resulted in models that count the number of occupants with a mean absolute error of 0.94 and a mean squared error of 2.27 for occupants ranging from 0 to 15.URL: https://lup.lub.lu.se/student-papers/search/publication/9023589 Show less