Projects

Code, models, and experiments — from serious research tooling to weekend curiosities.

Genetic Sequence Modelling

Mar 2026 · C++, Genomics

Developed C++ program to take DNA sequences to transcript and translate into corresponding RNA and amino acid sequences.

Write-up

Promoter Classification

Mar 2026 · Machine Learning, Bioinformatics, Computational Genomics

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.

Write-up · Code

earlySignal: Liquid Biopsy Cancer Classifier

Mar 2026 · Machine Learning, Epigenomics, Python, XGBoost, Hack Canada 2026

Building a DNA methylation-based lung cancer detection pipeline at Hack Canada 2026 — and discovering why the blood test problem isn't solved yet.

Write-up · Code

PLAPT Binding Affinity Prediction

Jan 2025 · Machine Learning, Drug Discovery, Genomics, Python, CLI, Git

Predicted the binding affinity of different NSAIDs (painkillers) to determine the most effective active ingredient using Bindwell's PLAPT program.

Write-up