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@@ -217,6 +217,82 @@ Salomon Lab, The Scripps Research Institute
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2012 - 2016
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\end_layout
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+\begin_layout Itemize
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+Created a reproducible workflow to analyze a large multi-omics next-gen
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+ sequencing dataset of 220 RNA-seq and ChIP-seq samples to reveal interactions
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+ between differential histone methylation and differential gene expression
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+ during T-cell activation, as well as key differences in activation between
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+ naïve and memory cells
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+\begin_inset CommandInset citation
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+LatexCommand cite
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+key "lamere2016"
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+
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+\end_inset
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+
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+.
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+\begin_inset Newline newline
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+\end_inset
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+
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+Links:
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+\begin_inset CommandInset href
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+LatexCommand href
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+name "Reproducible workflow"
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+target "https://github.com/DarwinAwardWinner/CD4-csaw#re-analysis-of-a-combined-chip-seq--rna-seq-data-set"
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+
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+\end_inset
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+
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+,
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+\begin_inset CommandInset href
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+LatexCommand href
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+name "Slides"
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+target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/CD4/ChIP-Seq%20presentation.pdf"
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+
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+\end_inset
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+
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+,
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+\begin_inset CommandInset href
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+LatexCommand href
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+name "Example results and visualizations"
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+target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/CD4/"
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+
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+\end_inset
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+
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+
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+\end_layout
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+
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+\begin_layout Itemize
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+Investigated effects of life-span-extending drug on worm gene expression
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+ over time revealing that the drug retards age-related
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+\begin_inset Quotes eld
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+\end_inset
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+
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+transcriptional drift
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+\begin_inset Quotes erd
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+\end_inset
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+
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+, preserving a youthful phenotype at the molecular level.
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+
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+\begin_inset CommandInset citation
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+LatexCommand cite
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+key "Rangarajue08833"
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+
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+\end_inset
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+
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+
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+\begin_inset Newline newline
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+\end_inset
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+
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+Link:
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+\begin_inset CommandInset href
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+LatexCommand href
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+name "PCoA Plot"
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+target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/mdsplots-multidim.pdf"
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+
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+\end_inset
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+
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+
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+\end_layout
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+
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\begin_layout Itemize
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Significantly improved machine learning classifier performance in cross-validati
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on and independent validation by developing appropriate single-sample microarray
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@@ -250,6 +326,33 @@ target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/Classifier%20Math
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\end_inset
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+\end_layout
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+
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+\begin_layout Itemize
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+Developed custom animated visualizations to reveal difficult-to-detect patterns
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+ that were not visible in static plots for a time course of 250 RNA-seq
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+ samples following 33 cynomolgus monkeys receiving kidney grafts and an
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+ experimental anti-rejection treatment.
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+\begin_inset Newline newline
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+\end_inset
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+
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+Link:
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+\begin_inset CommandInset href
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+LatexCommand href
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+name "Animated PCA plot"
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+target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/cyno/PCoA_Animated_Spline_Interp_DaysPreNecropsy.mp4"
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+
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+\end_inset
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+
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+,
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+\begin_inset CommandInset href
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+LatexCommand href
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+name "Static PCA plot"
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+target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/cyno/PCoA_Static.pdf"
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+
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+\end_inset
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+
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+
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\end_layout
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\begin_layout Itemize
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@@ -292,8 +395,7 @@ Performed comparative analysis of multiple differential expression statistical
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models to define best practice for optimal sensitivity while maintaining
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false positive control.
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Presented on theoretical and practical similarities and differences between
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- methods in lab meeting and in seminars at Merck and BMS bioinformatics
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- departments.
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+ methods.
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\begin_inset Newline newline
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\end_inset
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@@ -347,40 +449,6 @@ target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/Teaching/RNA-Seq
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\end_inset
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-\end_layout
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-
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-\begin_layout Itemize
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-Analyzed large multi-omics next-gen sequencing dataset of 220 RNA-seq and
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- ChIP-seq samples to reveal interactions between differential histone methylatio
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-n and differential gene expression during T-cell activation, as well as
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- key differences in activation between naïve and memory cells
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|
-\begin_inset CommandInset citation
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-LatexCommand cite
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-key "lamere2016"
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-
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-\end_inset
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-
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-.
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-\begin_inset Newline newline
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-\end_inset
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-
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-Links:
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-\begin_inset CommandInset href
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-LatexCommand href
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-name "Slides"
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-target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/CD4/ChIP-Seq%20presentation.pdf"
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-
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-\end_inset
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-
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-,
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-\begin_inset CommandInset href
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-LatexCommand href
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-name "Example results and visualizations"
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-target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/CD4/"
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-
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-\end_inset
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-
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-
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\end_layout
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\begin_layout Itemize
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@@ -410,41 +478,8 @@ target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/globin/"
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\end_layout
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\begin_layout Itemize
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-Investigated effects of life-span-extending drug on worm gene expression
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|
- over time revealing that the drug retards age-related
|
|
|
-\begin_inset Quotes eld
|
|
|
-\end_inset
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|
|
-
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-transcriptional drift
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-\begin_inset Quotes erd
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-\end_inset
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-
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-, preserving youthful phenotype at the molecular level.
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-
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-\begin_inset CommandInset citation
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|
-LatexCommand cite
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|
-key "Rangarajue08833"
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-
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-\end_inset
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-
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-
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-\begin_inset Newline newline
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-\end_inset
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-
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-Link:
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-\begin_inset CommandInset href
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-LatexCommand href
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-name "PCoA Plot"
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-target "http://mneme.homenet.org/~ryan/resume/examples/Salomon/mdsplots-multidim.pdf"
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-
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-\end_inset
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-
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-
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-\end_layout
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-
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-\begin_layout Itemize
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-Identified normalization methods from other problem domains that improved
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- performance in analysis of RASL-seq experiments.
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+Adapted normalization methods from other RNA-seq to improve performance
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+ in analysis of RASL-seq experiments.
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\begin_inset CommandInset citation
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LatexCommand cite
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@@ -546,7 +581,7 @@ Boston, MA
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\begin_layout Itemize
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Built a transcriptome assembly and quantification pipeline using Cufflinks,
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including fully-automated cluster job control for high-throughput reproducible
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- analysis and presented a conceptual overview of Cufflinks' assembly and
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+ analysis, and presented a conceptual overview of Cufflinks' assembly and
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quantification algorithms to help the team understand Cufflinks.
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\begin_inset Newline newline
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\end_inset
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@@ -564,9 +599,8 @@ target "http://mneme.homenet.org/~ryan/resume/examples/cufflinks-presentation.pd
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\begin_layout Itemize
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Assisted in a molecular genetics study to evaluate peformance of two variant
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- calling algorithms in detecting causal mutations in antibiotic-resistant
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+ calling algorithms in detection of causal mutations in antibiotic-resistant
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bacterial genomes.
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-
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\end_layout
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\begin_layout Itemize
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@@ -840,9 +874,9 @@ Computing
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\begin_inset space ~
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\end_inset
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-Skills R/BioConductor, Python, Perl, Lisp, Java, C#, C++, Makefiles; Git
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- version control; Remote UNIX system administration & software compilation,
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- computing cluster job management & parallel computation
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+Skills R/BioConductor, Python, Perl, Lisp, Java, C#, C++; Git version control;
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+ Remote UNIX system administration & software compilation, computing cluster
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+ job management & parallel computation
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\begin_inset Newline newline
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\end_inset
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