Skills
Nanoscale Simulation:
- Molecular Dynamics simulation
- Monte Carlo simulation
- Fluids Density Functional Theory
- Quantum Density Functional Theory
Data Science/Machine Learning:
- Polynomial Regression/Classification
- Logistic Regression
- Artificial Neural Networks
- Support Vector Machines
- Recommender Systems
- MapReduce
- SQL
- Bayes Nets
- Markov Chains
- Hypothesis Testing
Programming Languages
- Python (numpy/scipy, mpi4py, matplotlib, pandas, BeautifulSoup, mechanize, MySQLdb, PIL, optparse, etc.)
- MPI
- shell scripting
- C
- C++
- Fortran
Programs & Applications
- LAMMPS
- IPython/Jupyter Notebook
- Hadoop
- SQL (sqlite3, mysql, postgres)
- MATLAB/Octave
- Tramonto
- LaTeX
- MathJax
- MathType
- Paraview
- Gnuplot
- Adobe Photoshop
- AviSynth
- VirtualDub
- Solidworks
Operating Systems
- Linux (Ubuntu, Red Hat)
- Chrome (dev mode)
- Windows
- Mac OS