Welcome to my blog

Notes on machine learning, research, and real-world impact.

Mean Pooling Beats Attention: Predicting Telomerase Activity from Whole-Slide Images

From global signals to local clues with ABMIL—and what it taught us about telomerase as a tissue-wide phenotype.

6 min read · December 18, 2025 · Barnacle Labs

2025 · barnacle · external-posts
Building a Reproducible Multimodal Pipeline

Part-2 in a series of posts about proteomics, cancer biology, and AI-driven solutions for oncology.

4 min read · November 07, 2025 · Barnacle Labs

2025 · barnacle · external-posts
Understanding Cancer and Telomerase: From Biology to New Treatments

Part-1 in a series of posts about proteomics, cancer biology, and AI-driven solutions for oncology.

14 min read · November 01, 2025 · Barnacle Labs

2025 · barnacle · external-posts