From: Don Armstrong Date: Wed, 21 Feb 2018 00:28:00 +0000 (-0800) Subject: Merge branch 'master' into jobs/data_scientist X-Git-Url: https://git.donarmstrong.com/?a=commitdiff_plain;h=3471d2b08d25a70ce51ff1ae17eb8e58ce772344;p=resume.git Merge branch 'master' into jobs/data_scientist --- 3471d2b08d25a70ce51ff1ae17eb8e58ce772344 diff --cc dla-resume.org index 5089c7d,9604e25..5dcfff3 --- a/dla-resume.org +++ b/dla-resume.org @@@ -1,65 -1,53 +1,56 @@@ #+OPTIONS: ^:nil #+OPTIONS: toc:nil #+TITLE: Resume - #+AUTHOR: Don Armstrong + #+AUTHOR: Don L. Armstrong #+LATEX_CMD: xelatex #+LATEX_CLASS: dlaresume - #+LATEX_CLASS_OPTIONS: [10pt,breaklinks] - - #+BEGIN_EXPORT latex - \begin{minipage}[t]{0.45\textwidth} - \begin{minipage}[c][0.6in]{2.3in} - {\color{headings}\fontsize{24pt}{24pt}\selectfont {\textsc{\textbf{\myauthor}}}} - {\footnotesize - \href{mailto:\myemail}{\myemail} \hfill - +1~714-813-8531 \\ - {\centering \href{\myweb}{\myweb} - \href{https://github.com/dondelelcaro}{https://github.com/dondelelcaro} - } - } - \vfill - \end{minipage} - \hfill - \begin{minipage}[t]{0.0in} - % dummy (needed here) - \end{minipage} - % \medskip - % Address and contact block - \hfill - \begin{minipage}[c][0.6in]{0.6in} - \href{https://dla2.us/res}{\qrcode[tight,level=L,nolink,height=0.6in]{https://dla2.us/res}} - \end{minipage} - \vspace{1em} - #+END_EXPORT + # #+LATEX_CLASS_OPTIONS: [10pt,breaklinks] + * Experience + ** Research Scientist at UIUC \hfill 2015--2017 + + Epigenetic modifications associated with PTSD, the genomic basis of + the development of parturition in mammals, and detecting adverse + pregnancy outcomes using urinary exosomes. + ** Postdoctoral Researcher at USC \hfill 2013--2015 + + Identifying genes and causal alleles associated with Systemic Lupus + Erythematosus using genome-wide association, next-generation + sequencing, computational and biochemical approaches. + ** Postdoctoral Researcher at UCR \hfill 2010--2012 + + Identifying genes which are associated with Systemic Lupus + Erythematosus using prior information and targeted trio-based + studies. + ** Debian Developer \hfill 2004--Present + + \emph{Debian Project}, Developer; Technical Committee Member + (2010--2016), Technical Committee Chair (2015--2016). * Education - ** UC Riverside - + *PhD* in Cell, Molecular and Developmental Biology - + *BS* in Biology + ** Doctor of Philosophy (PhD) \hfill UC Riverside + + Cell, Molecular and Developmental Biology. + ** Batchelor of Science (BS) in Biology \hfill UC Riverside + * Skills -** Genomics and Epigenomics -+ *NGS* and array-based Genomics and Epigenomics of complex human - diseases using *RNA-seq*, targeted DNA sequencing, *RRBS*, Illumina - bead arrays, and Affymetrix microarrays from sample collection to - publication. -+ 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 - 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, prediction, and - learning in very large (> 1TB) datasets) -+ Addressing confounders and batch effects -# + Reproducible research +** Data Science ++ Reproducible, scalable analyses using *R*, *perl*, and python with + workflows on cloud- and cluster-based systems on terabyte-scale + datasets ++ Experimental design and correction to overcome multiple testing, + confounders, and batch effects using Bayesian and frequentist + methods ++ Design, development, and deployment of algorithms and data-driven + products, including APIs, reports, and interactive web applications ++ Statistical modeling (regression, inference, prediction/forecasting, + time series, and machine learning in very large (> 1TB) datasets) ++ Data mining, cleaning, processing and quality assurance of data + sources and products using tidydata formalisms ++ Visualization using *R*, ggplot, Shiny, and custom written routines. +** Software Development ++ Languages: perl, R, C, C++, python, groovy, sh, make ++ Collaborative Development: git, travis, continuous integration, + automated testing ++ Web, Mobile: Shiny, jQuery, JavaScript ++ Databases: Postgresql (PL/SQL), SQLite, Mysql, NoSQL ++ Office Software: Gnumeric, Libreoffice, \LaTeX, Word, Excel, + Powerpoint ** Big Data + Parallel and Cloud Computing (slurm, torque, AWS, OpenStack, Azure) + Inter-process communication: MPI, OpenMP