personBiography
Mercy is a Masters candidate in Biostatistics (Reg: STA81/63775/2025, expected 2028) developing a deep learning framework for real-time swimming pool drowning detection. Her work applies convolutional neural networks and systematic review methodology to reliable computer-vision-based aquatic safety systems. She has published a systematic review in JMIR Rehabilitation and Assistive Technologies.
articleSelected Publications
2024
MicroRNA Expression Profiling in Triple-Negative Breast Cancer: A Computational Approach
Bioinformatics · Journal
2023
Comparative Analysis of NLP Benchmarks for Low-Resource African Languages
ACL Anthology · Conference
2023
Ensemble Methods for Climate-Smart Crop Yield Prediction in Sub-Saharan Africa
Agricultural and Forest Meteorology · Journal
2022
Network-Based Anomaly Detection in Kenyan Equity Markets
Journal of Financial Markets · Journal
2022
Bayesian Longitudinal Models for HIV Treatment Outcomes
Statistics in Medicine · Journal
scienceResearch Projects
MicroRNA Biomarker Discovery in Breast Cancer
Trade Surveillance using Network Analysis
African NLP Benchmark Dataset
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