Natalia Karimova
Research Scientist | Computational Chemist | Data Scientist | Machine Learning | Cheminformatics | Small Molecules | California | Cooking
- Role
- Computational Chemist Bioinformatician at Rayca Precision
- Location
- Irvine, CA, US
- LinkedIn followers
- 500 followers
About Natalia Karimova
Experienced and self-motivated research scientist and data scientist specializing in…
Experience
Computational Chemist Bioinformatician
Mar 2025 — Present
Generative AI project for bispecific antibody design — developing antibodies that simultaneously target tumor-associated proteins and engage immune effector cells.• Engineered AI-guided bispecific antibodies targeting tumor-associated antigens and FcγR on immune effector cells by integrating structure prediction (AlphaFold, ProteinMPNN, DiffAb, RFDiffusion, RFantibody), docking (Rosetta, HDock), and developability screening pipelines. • Employed ProteinSol, Aggrescan, and NetMHCIIpan to triage candidates for solubility, aggregation, and immunogenicity risks. • Leveraged Jupyter, Python, Bash, ESM, SHAP, UMAP, and HDBSCAN for model explainability and antibody clustering.• Automated workflows in Python/JupyterLab, scaled on HPC, and refined hits via MD (GROMACS).
Education
Irkutsk State University
BS/MS, Chemistry
Kansas State University
Ph.D., Physical Chemistry
2014 — 2017
UC Irvine
Data Analysis
Caltech
ML/AI
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