
The Covary Research Program (CRP): Philippines' first machine learning program designed for the life sciences
Machine learning for genomics and computational biology
The Covary Research Program Leader
Phylogenomics | Covary | Translation-awareness | Bioinformatics | Machine learning


As genomics, AI, and computational biology continue to shape modern research, one challenge remains consistent — making advanced tools accessible to students, early-career researchers, and professionals who don’t have powerful hardware or extensive coding backgrounds. The Covary Research Program (CRP) was created to bridge exactly that gap.
Covary, a translation-aware, alignment-free sequence analysis engine developed by ChordexBio has already shown how genetic comparison can be faster, lighter, and more intuitive. But technology becomes most meaningful when people are empowered to use it. The CRP brings that vision to life by supporting learners and researchers who want hands-on experience in AI-driven genomics.
A program built for exploration and real-world application
Participants in the CRP receive structured guidance on how to analyze genetic sequences without the complexity of multiple sequence alignment. Through curated lessons, casework, and mentorship, they learn how to apply Covary to topics such as:
Phylogenetics and lineage tracing
Microbial profiling and taxonomic clustering
Functional divergence and comparative genomics
X-STR and Y-STR–based kinship and forensic inference
Large-scale, high-throughput sequence studies
Whether tackling research coursework or developing independent projects, participants gain practical skills in working with modern sequence embeddings—allowing them to focus on biological insight instead of computational overhead.
Building a community of researchers ready for modern genomics
The program is designed not just to train individuals, but to cultivate a supportive environment under the broader ChordexBio ecosystem. Fellows collaborate, share approaches, and learn from mentors working at the intersection of machine learning and biological research. Many participants apply their Covary experience to thesis work, capstone projects, or emerging research problems in microbiology, conservation, public health, and molecular forensics.
Why it matters
Genomics education in the Philippines has long been limited by cost, computational requirements, and access to tools. Covary lowers these barriers. The Covary Research Program takes it a step further by enabling learners to build confidence, generate insights, and pursue research questions that once felt out of reach.
As ChordexBio continues developing tools that make biological discovery more inclusive, Covary stands as one of its clearest examples: sophisticated science, simplified for real users, and aligned with the needs of a new generation of researchers.
Learn more at https://covary.chordexbio.com/crp
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The Covary Research Program (CRP): Philippines' first machine learning program designed for the life sciences
Dive inside the Covary Research Program, the Philippines’ first machine learning initiative designed for the life sciences. This blog explores how CRP empowers students and researchers to analyze genetic sequences, build real-world projects, and gain practical experience in alignment-free genomics using Covary.
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11/30/20252 min read


