1. Stay/switch decision-making - Uncovered distinct motor programs during social interactions via convolutional neural networks and -unsupervised clustering of behavioral data. - Discovered neural correlates of motor program switches through brain-wide recordings.- Presented findings in oral presentation at the Society for Neuroscience (SFN) and posters in multiple conferences, including Computational and Systems Neuroscience (COSYNE).2. Flexible song sequencing during social interactions - Designed and trained convolutional neural networks to reveal social cues driving song sequence choice during fruit fly courtship.- Identified disinhibitory neural dynamics underlying sequence control.- Research findings are published in Nature. 3. Learning the causal interaction map of the fly brain - Characterized dominant circuits in the fly brain with the Drosophila connectome.- Discovered interpretable neural computations, including visuo-spatial selectivity in navigational circuits, through recurrent neural network simulations.- Research findings are published in Nature.

Non-invasive multiphoton imaging of the Drosophila brain - Demonstrated non-invasive, cellular-resolution multiphoton neural imaging in fruit flies.- Performed first chronic calcium recordings of neural dynamics in the fly's associative learning center.- Research published in eLife.