From: Don Armstrong Date: Mon, 12 May 2025 03:36:04 +0000 (-0700) Subject: tweak resume formatting X-Git-Url: https://git.donarmstrong.com/?a=commitdiff_plain;h=HEAD;p=don.git tweak resume formatting --- diff --git a/resume.mdwn b/resume.mdwn index dd9a1fb..2ddfb09 100644 --- a/resume.mdwn +++ b/resume.mdwn @@ -17,6 +17,7 @@ complex, highly regulated environments. + Seeking opportunities to grow, lead, and transform organizations with a larger scope and greater impact. + ## Director of Data Science and Analytics at Ginkgo Bioworks 2022--Present + Directed a geographically distributed team of managers who lead teams of data engineers, system administrators, statisticians, @@ -47,6 +48,7 @@ + Extensive collaborations with scientific, business, and customer leaders attest to my excellent communication and interpersonal skills. + ## Team Lead Data Engineering at Bayer Crop Science 2018--2022 + Hired, managed, and developed team of 5+ Data Engineers, Systems Administrators, and Business Analysts working within the Biologics @@ -64,6 +66,7 @@ life science collaboration using serverless architecture to provide machine-learning estimates of critical parameters from spectrographic measurements. + ## Debian Developer 2004--Present + Maintained, managed configurations, and resolved issues in multiple packages written in R, perl, python, scheme, C++, and C. @@ -73,6 +76,7 @@ million entries with web, REST, and SOAP interfaces. + Provided vendor-level support for complex systems integration issues on Debian GNU/Linux systems. + ## Research Scientist at UIUC 2015--2017 + Architected and engineered systems to store, retrieve, and analyze complex R&D data including behavioral healthcare data (PTSD), @@ -94,6 +98,7 @@ scientific research, and modern statistical methodology. + Wrote software and designed relational databases using R, perl, C, SQL, make, and very large computational systems ([[https://bluewaters.ncsa.illinois.edu/][Blue Waters]]) + ## Postdoctoral Researcher at USC 2013--2015 + Design, execution, and analysis of an epidemiological study to identify genomic variants associated with systemic lupus @@ -110,6 +115,7 @@ study of individuals from the Los Angeles and greater United States. + Wrote and maintained multiple software components to reproducibly perform the analyses. + # Education + Doctor of Philosophy (PhD) in Cell, Molecular and Developmental Biology at UC Riverside + Batchelor of Science (BS) in Biology at UC Riverside @@ -123,12 +129,14 @@ their potential and thrive. + Chair or lead of multiple initiatives and committees, including aligning highly cross-functional and diverse stakeholders. + ## Data Governance/Management/Engineering + Leadership and implementation of data governance and management programs across multiple functions within Ginkgo and Bayer. + Establishment of Metadata and master data management standards and frameworks in life science and business domains. + Snowflake, dbt, Airflow + ## Bioinformatics, Genomics, and Epigenomics + NGS and array-based Genomics and Epigenomics of complex human diseases using RNA-seq, targeted DNA sequencing, RRBS, Illumina @@ -140,12 +148,14 @@ + Alignment, annotation, and variant calling using existing and custom software, including GATK, bwa, STAR, and kallisto + Using evolutionary genomics to identify causal human variants + ## Statistics + Statistical modeling (regression, inference, prediction, and machine learning in very large (> 1TB) datasets) using R and python. + Correcting & experimental design to overcome multiple testing, confounders, and batch effects (both Bayesian and frequentist) + Reproducible research + ## Software Development + Languages: python, R, perl, C, C++, groovy, sh (bash, POSIX, and zsh), make @@ -156,6 +166,7 @@ + Cloud: AWS, Azure, GCP, OpenStack + Infrastructure as Code: AWS Cloudformation, Terraform, puppet, etckeeper, hieara + ## Big Data + Parallel and Cloud Computing (slurm, torque, AWS, OpenStack, Azure) + Inter-process communication: MPI, OpenMP @@ -183,6 +194,7 @@ + GNU/Linux (Debian, Ubuntu, Red Hat) + Windows + MacOS + ## Communication + Strong written communication skills as evidenced by publication record. @@ -190,7 +202,8 @@ teams and stakeholders at all organizational levels. + Strong verbal and presentation skills as evidenced by presentation, leadership, and teaching record -* Authored Open Source Software + +# Authored Open Source Software + *[Debbugs](http://bugs.debian.org)*: Bug tracking software for the Debian GNU/Linux distribution. + *[CairoHacks](http://git.donarmstrong.com/r/CairoHacks.git)*: Bookmarks and Raster images for large PDF plots in R. @@ -198,7 +211,8 @@ enables Bayesian approaches to significance testing. + *[Helical Wheel Projections](http://rzlab.ucr.edu/scripts/wheel/wheel.cgi?sequence=ABCDEFGHIJLKMNOP&submit=Submit)*: Web-based tool to draw helical wheel protein projections. -* Publications and Presentations + +# Publications and Presentations + 24 peer-reviewed publications cited over 4000 times: https://dla2.us/pubs + Publication record in GWAS, transcriptomics, SLE, GBM, epigenetics,