Proof of concept work, exploratory method development, assessments on existing datasets, and business development risk assessments
NGS pipelining, transcriptomics analyses, gene-based bioinformatics processing
Foundational model development for biological processes, especially human-in-the-loop systems
Structure based enzyme or protein engineering
Fermentation data analysis, including reactor/fermentor modeling
Kinetic model construction for physical or biological processes
Flux Balance Analysis, including fitting experimental data to reduced models
Omics integration, model development
Flow Cytometry data processing and model-driven utilization of resulting data
Causal network construction and utilization
Big data analysis using Apache Spark and scalable ML toolkits
Grass roots LIMS construction and knowledge capture systems
Quantum chemistry calculations - thermodynamics, transition-state localization Â