Position: Data Scientist
Category: Data Science
English level: upper
Years of experience: 0.5

I have developed a model capable of finding decay events using the transfer learning approach.

It is noteworthy that the weights that I used for prediction were obtained by training the model on data from a completely different area than the one in which I made predictions.
I was a member of the ALPhA team (Davidson, USA). My work was to develop an unsupervised model that would allow detection of decay events in an AT-TPC detector. The bottom line was to pull our data through the PointNet model (which was trained on completely different data from ours) and extract the latent space from there, which was later used as input data in OneClassSVM.