Abstract: Systems and methods are provided that incorporate a compiler configured to convert interpreted language code (e.g., Python) into native machine code. According to some embodiments, the system generates the native machine code into a format that is consistent with known infrastructure. The native machine code can be converted into a format based on a low level virtual machine “LLVM” infrastructure. In various embodiments, the system enables a compiler framework that improves execution of code for interpreted languages. According to one embodiment, the system can be tailored for execution on specific processors, for example, a graphics processing unit (“GPU”) that is optimized for highly parallel computations.

Abstract: Described herein are methods and systems for predicting the genotype of one or more genes utilizing high throughput sequencing data. The provided methods and systems allow for accurate genotyping of genes, including ADME genes, and can be used to identify novel alleles.