diff --git a/document.tex b/document.tex
index bcf328f..6d5d364 100644
--- a/document.tex
+++ b/document.tex
@@ -139,7 +139,7 @@ Some code can be found on my profile website at \href{https://www.othoulrich.com
     {
         \textit{Cloudy} - Plasma photoionization simulations developed at the University of Kentucky.\\
         \textit{LAMMPS} - Open source software for molecular dynamics simulations.\\
-        \textit{psdlag} - Fourier analysis using a max-likelihood optimization to overcome gappy data.\\
+        \textit{clag} - Fourier analysis using a max-likelihood optimization to overcome gappy data.\\
     }
 \vspace{\parskip}
 \end{minipage}
@@ -181,7 +181,7 @@ Notable computing clusters used throughout my projects.
 \noindent\begin{minipage}{\textwidth}
     \job
     {Present -}{2021}
-    {Signal Advisors}
+    {\href{https://www.signaladvisors.com/}{Signal Advisors}}
     {}
     {Site Reliability Engineer}
     {
@@ -336,11 +336,12 @@ Notable computing clusters used throughout my projects.
         
         
             \item{Using \href{https://othoulrich.com/science/clag_analysis-origbins-3471A.html}{Jupyter (python)} and frequency-domain techniques developed in C++, \href{https://clas.wayne.edu/physics/reu_reports/ulrich.pdf}{characterized the reverberation of NGC 5548 emissions} by the power spectral densities in the optical and UV lightcurves and their \href{https://othoulrich.com/science/final.pdf}{frequency-dependent time lags.}}
-
         
-            \item{Solved the problem of gappy data in the lightcurves by using a statistical frequency-domain approach developed by Dr. Abdu Zoghbi, University of Michigan, provided as the \textit{psdlag} code. Wrote MPI routines to run these analyses in parallel on our computing cluster, saving hours of time per dataset.}
+            \item{Solved the problem of gappy data in the lightcurves by using a statistical frequency-domain approach developed by Dr. Abdu Zoghbi, University of Michigan, provided as the \textit{clag} code. Wrote MPI routines to run these analyses in parallel on our computing cluster, saving hours of time per dataset.}
         
             \item{Recovered the transfer functions for each set of wavelengths by optimizing test functions in the frequency domain across all datasets, then compared against current accretion disk model predictions.}
+
+            \item{Work credited on paper \href{https://iopscience.iop.org/article/10.3847/1538-4357/ac3913}{Frequency-resolved Lags in UV/Optical Continuum Reverberation Mapping} wherein we demonstrate the strength of our method and the need for additional spectral reverberation components in standard models.}
         
         \end{itemize-noindent}
     }
@@ -378,7 +379,7 @@ Notable computing clusters used throughout my projects.
         
             \item{Designed molecular dynamics simulations using \textit{LAMMPS}, and the Carbon-Carbon screened environment-dependent reactive empirical bond order potential function devised by the Materials Simulation Laboratory, to \href{https://meetings.aps.org/Meeting/MAR15/Session/D4.9}{test the mechanical properties, i.e. tensile strengths and stress-strain curves, of misoriented graphene bicrystals.}}
 
-            \item{Automated \href{https://code.adamo.app/otho/lammps-graphene/src/branch/master/scripts/populate_units_from_bicrystal_samples.sh}{bicrystal generation}, molecular dynamics tests, and statistical analyses, and ran them across our two available computing clusters to reduce the need for human input to once per day.}
+            \item{Automated \href{https://code.othoulrich.com/science/lammps-graphene/src/branch/master/scripts/populate_units_from_bicrystal_samples.sh}{bicrystal generation}, molecular dynamics tests, and statistical analyses, and ran them across our two available computing clusters to reduce the need for human input to once per day.}
             
         \end{itemize-noindent}
      }
@@ -461,7 +462,7 @@ Notable computing clusters used throughout my projects.
     
     \item{\textbf{O. Ulrich}, ``Quantifying the Diffuse Continuum Contribution of BLR Clouds to AGN Continuum Inter-band Delays,'' Astrophysics Seminar Series, Dept. of Physics \& Astronomy, University of Kentucky, August 30, 2018.}
 
-    \item{\textbf{O. Ulrich}, ``Emission Line Equivalent Widths for AGN Modeling,'' Walking the Line, Arizona State University, Spring 2018.}
+    \item{\textbf{O. Ulrich}, \href{https://ui.adsabs.harvard.edu/abs/2018wtl..confE...9U/abstract}{``Emission Line Equivalent Widths for AGN Modeling,''} Walking the Line, Arizona State University, Spring 2018.}
     
     \item{M. Goad, D. Lawther, K. Korista, \textbf{O. Ulrich}, M. Vestergaard, ``Quantifying the diffuse continuum contribution from BLR gas: a modeling approach,'' Atlanta meeting of the Space Telescope Optical Reveberation Mapping (STORM) group, Fall 2017.}
     
@@ -507,7 +508,7 @@ Notable computing clusters used throughout my projects.
         
             \item{Practiced creating dynamic pipelines to automate system, application, network, and development operations, with an emphasis on saving time and adding efficiency to the decision-making process.}
     
-            \item{\href{https://code.othoulrich.com/explore}{Significant programming experience}, with strength in many languages and libraries, and emphases on the \href{https://othoulrich.com/examples/backup.sh}{automation of system tasks}, modeling, and on \href{https://code.othoulrich.com/otho/adamocomp/-/blob/master/broker.sh}{scripting} to \href{https://code.othoulrich.com/science/lammps-graphene/src/branch/master/scripts/bicrystal/stage3.sh}{analyze} and justify \href{https://code.othoulrich.com/science/cloudy-agn/src/branch/master/src/create_fort_files.cpp}{large and inconsistent datasets}.}
+            \item{\href{https://code.othoulrich.com/explore}{Significant programming experience}, with strength in many languages and libraries, and emphases on the \href{https://othoulrich.com/examples/backup.sh}{automation of system tasks}, modeling, and on \href{https://code.othoulrich.com/Otho/adamocomp/src/branch/master/broker.sh}{scripting} to \href{https://code.othoulrich.com/science/lammps-graphene/src/branch/master/scripts/bicrystal/stage3.sh}{analyze} and justify \href{https://code.othoulrich.com/science/cloudy-agn/src/branch/master/src/create_fort_files.cpp}{large and inconsistent datasets}.}
     
             \item{Ability to automate provisioning systems for cloud and other virtual environments, e.g. VMWare-hosted systems and the Google Cloud Platform.}
     
@@ -529,11 +530,11 @@ Notable computing clusters used throughout my projects.
     
             \item{Practical and theoretical experience with electronics.}
     
-            \item{Working knowledge of physics codes and \href{https://code.othoulrich.com/science/clag-agn/src/branch/master/scripts/tophat_fft.pl}{signal analysis codes}, especially \textit{Cloudy}, \textit{LAMMPS}, and \textit{psdlag}.}
+            \item{Working knowledge of physics codes and \href{https://code.othoulrich.com/science/clag-agn/src/branch/master/scripts/tophat_fft.pl}{signal analysis codes}, especially \textit{Cloudy}, \textit{LAMMPS}, and \textit{clag}.}
         
             \item{Practiced with many document-preparation paradigms including \href{https://code.othoulrich.com/Otho/cv/src/branch/master/document.tex}{LaTeX}, Libre Office, Google Docs, Microsoft Office, with familiarity of \href{https://othoulrich.com/science/utf8report.txt}{Unicode}, markup, and markdown.}
     
-            \item{Developed public speaking presence with practice including 8 years of training, classroom, lecture hall experience, and invited talks.}
+            \item{Developed public speaking presence with practice including over a decade of training, classroom, and presentation experience.}
         
         \end{itemize-noindent}
     \vspace{\parskip}