Accelerating therapeutic breakthroughs with GenAI 

Converge Bio is accelerating drug development through GenAI-powered innovations in discovery, molecule design and manufacturing to create the therapies of tomorrow, today.

Generate

Predict

Explain

Predict binding & developability

Meet the

Converge Computational Lab

Engineer Precise Biologics for Optimal Performance

Rapid AI-driven antibody discovery and optimization including de novo design, affinity maturation and humanization across different formats. Combine generative modeling with binding and developability prediction to streamline lead selection and reduce scale of wet lab screening.

IgG

VHH

ScFv

Bispecific

Maximize Protein Yields

Use generative AI trained on real-world gene expression data from CHO, HEK293, E. coli, K. phaffii, S. cerevisiae and more to optimize codons, UTRs, promoters and terminators. Boost expression without the delays and cost of lengthy experimental cycles.

Predict Cellular and Patient Responses

Simulate cell and patient-level responses to treatment from raw gene expression and other omics data. Run in silico perturbations, stratify responders and uncover target mechanisms with explainable, cell-level precision.

How it works

Converge computational lab offers a bio-LLM library with foundation models across all biological languages. These models are enhanced with curated data and fine-tuned on task-specific datasets, then deployed through an application layer focused on prediction, explainability and generation.

Generative Al computational lab

Poster

Generated molecules are fully owned by customer

Continuously fine-tuned for improved performance

Fully hosted by Converge or deployed on customer cloud

Customer instance

Join Our Team

ML Engineer

We are looking for an ML Engineer with strong NLP expertise to help us develop, fine-tune, and deploy models for biological and genomic data. This is not an “off-the-shelf AI” role - our work involves deep research, foundation models, and novel architecture design


Bioinformatician

We’re hiring a Bioinformatician with strong programming skills, ML experience, and a solid scientific background to help us unlock insights from biological data.


Empower your organization
with GenAI