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Pioneering the future of biologics to tackle life-threatening diseases

Proteinea makes biotherapeutics design smarter, safer, and faster by leveraging novel deep-learning models & platforms integrated with smart experimental throughput

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Smarter, Faster, and Safer
Protein Engineering Platform

Explore novel hits deep and wide

Our pipelines utilize an ensemble of a variety of diverse learning objectives to overcome computational bias. For hits generation, we simultaneously operate on sequence and structure spanning our reinforcement learning-editors, deep learning-based fitness landscape reconstructors, and rational design proprietary frameworks.

Ensure optimum protein characteristics & high likelihood of design success

We leverage the consensus of state-of-the-art physics-based tools, AI-based predictors, and molecular dynamics pipelines to evaluate the efficacy, yield, safety, and pharmacological properties of our generated hits. 

Swift and cost-effective Experimental Lead Validation Capabilities 

We promote knowledge-guided optimization by iterative feeding back from both computational and experimental validation pipelines. We utilize our lab facilities specialized in the production and functional testing of therapeutic proteins with smart experimental throughput. 

Exceeding the world’s best protein transformers

Ankh is the first general-purpose protein transformer trained on Google's TPU v4 that exceeds the performance of the current world best transformers in a representative poll of structure and function benchmarks with less than 10% of the parameters and 30% of the embedding dimension.

Our innovations

Read our featured blogs to get a deeper look into our innovations, technologies, and achievements.

Ankh: Pioneering the paradigm shifting technology of protein language models

To model the language of life (i.e., the language of proteins) in a data-efficient and cost-optimized modality, we need a meaningful representation encompassing its structural and functional information. Proteinea has developed -and is continuously improving- Ankh, a revolutionary base protein language model that will change the landscape of protein engineering with AI forever

protein optimization

Multi-Parameter Optimization: Explore How We Made an Already Exceptional Protein Better

Integrating Ankh and other proprietary models, our Protein engineering platform (PEP) is capable of multi-parameter protein optimization of complex proteins. Here, we showcase how we have integrated several components of our platform to engineer a protein integral in many biotechnology industries to enhance multiple parameters, stability, and solubility.

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Our innovations

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