Genomic Data Compression Tool

Jan 2025 · 1 min read

Overview

A novel compression tool developed in C++ and Python specifically optimized for multiple genomic file formats. This tool significantly reduces storage requirements while dramatically improving compression speed compared to existing solutions.

Performance

  • 10-20% smaller file sizes compared to standard genomic compression tools
  • 50-70% faster compression times enabling real-time analysis
  • Multiple format support: Handles various genomic data formats
  • Lossless compression: Maintains data integrity for scientific applications

Technical Approach

The tool leverages domain-specific knowledge about genomic data structure to achieve superior compression ratios and speeds. Implementation in C++ provides low-level performance optimization while Python bindings enable easy integration into bioinformatics pipelines.

Impact

This compression tool enables:

  • Reduced storage costs for large-scale genomic projects
  • Faster data transfer and backup operations
  • Real-time compression for sequencing pipelines
  • More efficient cloud-based genomic analysis

Applications

  • Large-scale sequencing projects
  • Genomic data archiving
  • Cloud-based bioinformatics platforms
  • Real-time sequencing data processing
Ioannis Mouratidis
Authors
Senior Research Engineer/Scientist Associate
Machine learning and genomics researcher with 35 publications (10 first or senior author). Co-founded AI-driven cancer biomarker startup, authored grants securing $4M+ in competitive funding and currently lead a 5-member team with a focus in developing novel computational methods and testing the capabilities and safety profiles of biological foundation models.