earlySignal: Liquid Biopsy Cancer Classifier
Building a DNA methylation-based lung cancer detection pipeline at Hack Canada 2026 — and discovering why the blood test problem isn't solved yet.
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A selection of software, machine learning, and biomedical engineering projects focused on bioinformatics, genomics, and data-driven biology.
Promoter Classification
Classifying human DNA sequences as promoter or non-promoter regions using k-mer frequency vectors and three ML models, with a focus on biological interpretability.
View Project →Genetic Sequence Modelling
Developed C++ program to take DNA sequences to transcript and translate into corresponding RNA and amino acid sequences.
View Project →PLAPT Binding Affinity Prediction
Predicted the binding affinity of different NSAIDs (painkillers) to determine the most effective active ingredient using Bindwell's PLAPT program.
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