Tirop Meshack.
A computer engineer based in Goseong, South Korea. I freelance as a full-stack web and mobile developer, and research deep learning for clinical waveforms at Kyungdong University. Born in Kenya.
What I'm working on
I'm in my senior year of Computer Engineering at Kyungdong University. My senior thesis was on temporal prediction of heart defects from chest X-rays, a CNN trained over the CheXchoNet release that reached AUC 0.79 to 0.84. The current research picks up where the thesis pointed: waveform-level signals, specifically non-invasive intracranial pressure estimation in pediatric neurocritical care. Bidirectional LSTM on ABP and CBFV, leave-one-patient-out across 12 patients, current best MAE 2.92 mmHg.