Blog
From high-throughput NGS analysis to the intricacies of multi-omics integration, this space is dedicated to the technical and strategic side of computational biology. As a researcher and mentor with two decades of experience leading multidisciplinary teams, I write about the practical applications of machine learning in genomics and the lessons learned from managing high-impact research programs.
Six months of pipeline work. Six weeks for my students. Same results.
I Built a Meiosis Classifier in 2018. It Was Wrong
Turning a Bash Microbiome Pipeline into a Reproducible Nextflow Workflow and Stress-Testing Agentic AI
Good or Bad, Who Knows? Why Your Worst Days Might Be Your Best
The Toy Shop and the Moving Target: Navigating Career Entry in Fast-Evolving Fields
The Ferryman and the Bridge: Lessons for the Age of AI
From Jargon to Goosebumps: How AI Is Helping Me Communicate Science Better
From Chaos to Clarity: How I Use AI to Manage Research Projects Smarter
Why Google AI Tools Are a Game-Changer for Researchers