

Algomira Biotech – Drug Discovery Strategy & Analytics
Mission
We accelerate drug discovery with cutting-edge AI solutions backed by deep experimental expertise. Integrating multimodal data from EHRs through disease mechanism mapping to high-throughput drug screening in organoids and organ chips, we leverage advanced analytics and data-driven insights to deliver faster, safer drug development. Our mission is translating biological complexity into breakthrough insights that drive next-generation healthcare solutions.
Services
Predictive Modeling
We generate meaningful insights from EHR and lab data silos, building ML-based models to answer specific questions, streamline lab processes, and accelerate discoveries.
Experimental Design
We help design effective experimental strategies, leveraging diverse bench experience and cutting-edge methods while ensuring compliance across research fronts.
Data Analytics
We stay at the forefront of AI/ML, leveraging cutting-edge LLMs and machine learning to unify patient data, drive complex analytics, and create intelligent, data-driven healthcare solutions.
Focus Areas
Early Stage Drug Discovery
We provide design support for CRISPR-based disease cell model generation, mechanistic studies, assay development, biomarker development, and HTS drug screening in organoids and organ-on-chip systems—augmented by AI-driven analytics to streamline design, improve predictivity, and accelerate discovery.
Target classes and therapeutic areas
We provide expertise in developing assays and methods for therapeutic target classes including GPCRs, ion channels, membrane receptors, kinases, phosphatases, ubiquitin ligases, transcription/translation factors, RNA molecules, and others to accelerate drug discovery. Our focus spans therapeutic areas including oncology, kidney disease, fibrosis, cell therapy, and regenerative medicine.
Cell Engineering
We provide novel cell line generation strategies tailored to the heterologous production of proteins of interest. Our approach combines targeted knock-in and knockout strategies, vector engineering, HTS expression clone screening, and AI/ML analytics to optimize protein production, purification, and crystallization.
Precision Medicine
We leverage large-scale EHR datasets (e.g., All of Us, 440K+ participants), genomic, and multi-omics data to uncover population-specific risk factors for complex and rare diseases. We apply AI/ML models for disease modeling, ancestry-aware patient stratification, and risk prediction—informing precision medicine initiatives with tailored insights.
Capabilities
Early Stage Drug Discovery
Gene Editing and Cell Manufacture
Disease Modeling and Drug Repurposing
Precision Medicine
Machine Learning and Data Analytics
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