Hi, I'm Jonas Noguera

I'm a freelance Computational Biology Scientist helping biotech startups and biopharma leadership reach absolute confidence in their omics decisions. By deploying guardrailed Agentic AI workflows across genomic and transcriptomic datasets, I help clients de-risk decision-making, protect R&D capital, and reach investor milestones ahead of cash burn limits.

With a PhD in Synthetic Biology, over 6 years of international computational consulting experience, and a track record of running robust multi-omics pipelines, I bridge the gap between bench biology and high-performance data engineering.

I embed with your team to execute computational pipelines, own decision gateways, and deliver customized workflows built strictly to FAIR data principles.

Services

  • Target discovery
    and validation

    Combine genomics with bulk and single-cell transcriptomics to validate candidate targets and de-risk decisions before wet-lab entry. Powered by guardrailed Agentic AI, resolve cellular heterogeneity and eliminate false positives to protect R&D capital.

  • Biomarker and MoA
    discovery

    Combine omics datasets to uncover predictive biomarkers and clarify drug mechanisms of action. Reach confident go/no-go decisions and accelerate key R&D milestones by converting complex biological data into presentation-ready evidence.

  • Reproducible workflow automation

    Deploy Agentic AI workflows to build portable pipelines that client teams can operate independently. Eliminate bottlenecks and accelerate key R&D milestones by replacing fragile custom scripts with audit-ready, FAIR-compliant infrastructure.

Blog

Explore my insights on the latest research and emerging trends
at the intersection of computational biology and artificial intelligence.

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