Academic
Computational Biology
Featured
Yet Another Trajectory Interface (YetI)
Software Developer
2 years 3 months
Feature-engineering tool for biomolecular simulations, accelerating analysis of multi-TB datasets. Built as a focused Python 3 successor to NucleoSim.
Key Responsibilities
- Planned and implemented the tool's logic using agile development paradigms to iteratively address feature-engineering needs in biomolecular simulations.
- Applied advanced knowledge of physics and chemistry to design new features based on pre-existing ones, enhancing the depth of analysis.
- Optimized feature extraction techniques by implementing multi-threading support, speeding up analysis by a factor of 3.
- Documented tool functionality and usage for academic dissemination and reproducibility.
Technology Stack
Python
numpy
mdtraj
unittest
threading
CI/CD Pipelines
GitHub Actions
TravisCI
Tags
#academic
#data-engineering