+ Reproducible, scalable bioinformatics analysis using make,
*nextflow*, and *cwl* based workflows on cloud- and cluster-based
systems on terabyte-scale datasets
-+ Alignment, annotation, and variant calling using existing and
- custom-written software, including *GATK*, *bwa*, *STAR*, and
- *kallisto*.
++ Alignment, annotation, and variant calling using existing and custom
+ software, including *GATK*, *bwa*, *STAR*, and *kallisto*.
+ Correcting for and experimental design to overcome multiple
testing, confounders, and batch effects using Bayesian and
frequentist methods approaches
# + Using evolutionary genomics to identify causal human variants
** Statistics
-+ Statistical modeling (regression, inference, Bayesian and
- frequentist approaches in very large (> 1TB) datasets)
++ Statistical modeling (regression, inference, prediction, and
+ learning in very large (> 1TB) datasets)
+ Addressing confounders and batch effects
# + Reproducible research
** Big Data
+ Parallel and Cloud Computing (slurm, torque, AWS, OpenStack, Azure)
-+ Inter-process communication: MPI, OpenMP, Hadoop
++ Inter-process communication: MPI, OpenMP
+ Filestorage: Gluster, CEFS, GPFS, Lustre
+ Linux system administration
** Mentoring and Leadership
+ Former chair of Debian's Technical Committee
+ Head developer behind https://bugs.debian.org
** Software Development
-+ Languages: perl, R, C, C++, python, groovy, assembly, sh, make
++ Languages: perl, R, C, C++, python, groovy, sh, make
+ Collaborative Development: git, travis, continuous integration,
automated testing
-+ Databases: Postgresql (PL/SQL), SQLite, Mysql
++ Web, Mobile: Shiny, jQuery, JavaScript
++ Databases: Postgresql (PL/SQL), SQLite, Mysql, NoSQL
+ Office Software: Gnumeric, Libreoffice, \LaTeX, Word, Excel,
Powerpoint
** Communication
+ *[[http://rzlab.ucr.edu/scripts/wheel/wheel.cgi?sequence=ABCDEFGHIJLKMNOP&submit=Submit][Helical Wheel Projections]]*: Web-based tool to draw helical wheel
protein projections. [[http://rzlab.ucr.edu/scripts/wheel]]
* Publications and Presentations
-+ 20 peer-reviewed refereed publications cited over 1700 times:
++ 21 peer-reviewed publications cited over 1800 times:
https://dla2.us/pubs
-+ Publication record in GWAS, expression analysis of microarrays,
- epigenetics, comparative evolution of mammals, and lipid membranes
++ Publication record in GWAS, expression analysis of microarrays, SLE,
+ GBM, epigenetics, comparative evolution of mammals, and lipid
+ membranes
+ H index of 11
+ Multiple presentations on EWAS of PTSD, genetics of SLE, and Open
Source: https://dla2.us/pres