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.
A few things I've made
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2026
Shinhe Gwang — Staff Hours Tracker
An internal staff attendance and hours-management system built for Shinhe Gwang. Employees clock daily hours and absences on a calendar view, while admins get a dashboard for bulk hours entry, holiday management, employee registration, and printable timesheet reports.
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2024
JiraniSoko
Local marketplace for Kenyan neighbourhoods. Listings, jobs, motors, property; M-Pesa payments; Android app shipped, iOS in progress.
Currently open to work. Looking for full-time roles in software engineering or ML/bioinformatics, on-site in Gangwon, hybrid, or remote.
The fastest way to reach me is the contact form; I'm also on GitHub and LinkedIn.