Computation Cluster in my Basement
Built from HP servers thrown out by companies and an old laptop of mine as a controller. Running on a batch job system written by myself.
Functional Connectivity Analysis Pipeline
Development of a data analysis pipeline using raw electrophysiological data to evaluate drug-based change of functional connectivity between the ventral hippocampus and the prefrontal cortex during anxiety related tasks. Extracting and evaluating single unit activity, spike-phase locking and movement information.
Indoor Image Retrieval Using Monocular Scene Graphs
Solving the changing viewpoint issue in indoor localization through monocular images, by matching images through their learned scene graph representations.
Numerai Tournament
Continuous participation in the tournament, working with financial data to predict relative market movements using various machine learning models and architectures.