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Field notes from computational biology

Writing on reproducible bioinformatics, AI in genomics, and multi-omics systems biology.

2025-10-121 min read

Designing Reproducible Bioinformatics Pipelines

A practical framework for building pipelines that are transparent, testable, and resilient to data drift.

PipelinesReproducibilityNGS
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2025-08-031 min read

Deep Learning for Genomics: What Works in Practice

Lessons learned from deploying deep learning models for sequence analysis and functional prediction.

Deep LearningGenomics
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2025-06-181 min read

From Sequences to Systems: A Multi-omics Perspective

Why integrated omics is crucial for understanding complex traits and host-pathogen interactions.

Multi-omicsSystems Biology
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