Lillian Tatka

About Lillian Tatka

Data scientist with a background in computational modeling and experience across…

Experience

1. Data Scientist

   Talus Bio

   Aug 2024 — Present · Seattle, WA, US

   Developing computational tools and pipelines for large-scale proteomic drug discovery.• Developed a Python package implementing statistical methods for hit calling, now integrated into the core data processing pipeline. Improved statistical power and sensitivity compared to existing methods.• Built full-stack web app for compound randomization, integrated with an automated compound dispensing system, reducing process time from several hours to just a few minutes.• Co-developed a deep learning model to predict compound effects on protein targets, enabling more efficient hypothesis generation and prioritization.

Education

• University of Washington - Michael G. Foster School of Business

  Graduate Certificate

• Santa Clara University

  Bachelor of Science - BS

• Santa Clara University

  Master of Science - MS

• University of Washington

  Doctor of Philosophy - PhD

Skills

• Matlab
• Autocad
• Microfabrication
• Mammalian Cell Culture
• Solidworks
• Chemistry
• Data Analysis
• Microsoft Office
• Powerpoint
• Microsoft Excel
• Microsoft Word
• Research
• Soft Lithography
• Photolithography
• Materials Printing
• Python
• Molecular Biology
• Academic Tutoring
• Stem Outreach
• Protein Engineering
• Pcr
• Gel Electrophoresis
• Latex
• Bioprocess Engineering
• Tutoring
• Design of Experiments
• Laboratory Skills
• Equipment Qualification