diff --git a/tex/resume.tex b/tex/resume.tex
index 9ac2d9a1..005f5815 100644
--- a/tex/resume.tex
+++ b/tex/resume.tex
@@ -61,7 +61,7 @@ \section*{Professional Experience}
 Lawrence Berkeley National Lab, Berkeley, CA, USA \hfill \textit{Sep 2022 - Present} \\
 \begin{itemize}[noitemsep, topsep=0pt]
     \item Developed and implemented advanced physical models to improve measurements accuracy and finding features in large datasets using Python and machine learning techniques.
-    \item Collaborated with interdisciplinary teams to deploy scientific data reduction tools that enhance operational efficiency of astronomical surveys, member of Dark Energy Survey Instrument Collaboration (DESI), a large collaboration of more than $\sim1000$ members from 65 institutions from all over the world.
+    \item Collaborated with interdisciplinary teams to deploy scientific data reduction tools for large astronomical surveys, member of Dark Energy Survey Instrument Collaboration (DESI), a large collaboration of more than $\sim1000$ members from 65 institutions from all over the world.
         \item Led mentoring initiatives, guiding junior researchers in science analysis projects and fostering a collaborative research environment.
 \end{itemize}
 
@@ -69,22 +69,22 @@ \section*{Professional Experience}
 \textbf{International Max Planck Research School PhD Fellowship} \\
 Max Planck Institute for Astrophysics, Garching, Germany \hfill \textit{Sep 2018 - Jul 2022} \\
 \begin{itemize}[noitemsep, topsep=0pt]
-    \item Leveraged machine learning and statistical analysis techniques to find patterns and features in astronomical data to answer fundamental scientific questions.
-    \item Developed the \href{https://github.com/abhi0395/qsoabsfind}{qsoabsfind} tool, showcasing technical expertise in coding and data analysis.
+    \item Leveraged machine learning and statistical methods to find physical features in astronomical data to answer fundamental science questions.
+    \item Developed the \href{https://github.com/abhi0395/qsoabsfind}{qsoabsfind}, a tool to detect absorption features in astronomical spectra, showcasing expertise in coding and data analysis.
 \end{itemize}
 
 \section*{Skills}
 \begin{itemize}[noitemsep, topsep=0pt]
     \item \textbf{Programming:} Python, NumPy, Matplotlib, SciPy, Astropy
-    \item \textbf{Tools:} Linux, MacOS, LaTeX, Bash Scripting, Jupyter Notebooks, SLURM Manager, Git
-    \item \textbf{Data Analysis:} Mathematical Modeling, Data Visualization, Big Data Analysis
+    \item \textbf{Tools:} Linux, MacOS, LaTeX, Jupyter Notebooks, SLURM Manager, Git
+    \item \textbf{Data Analysis:} Mathematical Modeling, Big Data Analysis, Data Visualization
     \item \textbf{Collaborative Platforms:} GitHub (Contributor to \href{https://github.com/abhi0395/qsoabsfind}{qsoabsfind}, \href{https://github.com/desihub/redrock}{redrock}, \href{https://github.com/desihub}{DESI public codebase})
      \item \textbf{Languages:} Hindi (native), English (advanced), German (A2 level)
 \end{itemize}
 
 
 \section*{Selected Publications}
-I have published several lead and co-author papers ($\sim 17$) that have been well-cited (h-index = 9 ) in the astrophysics community, demonstrating the impact and relevance of my research.
+I have published several lead and co-author papers ($\sim 17$) that have been well-cited (>1000 citations, h-index = 9) in the astrophysics community, demonstrating the impact and relevance of my research.
 \begin{itemize}[noitemsep, topsep=0pt]
     \item \textbf{Anand, A.,} \textit{et al.} (2024). "Archetype-Based Redshift Estimation for the Dark Energy Spectroscopic Instrument Survey," \textit{The Astronomical Journal}. \href{https://iopscience.iop.org/article/10.3847/1538-3881/ad60c2}{[DOI]}
     \item \textbf{Anand, A.,} \textit{et al.} (2022). "Cool circumgalactic gas in galaxy clusters: connecting the DESI legacy imaging survey and SDSS DR16 Mg II absorbers," \textit{Monthly Notices of the Royal Astronomical Society}. \href{https://doi.org/10.1093/mnras/stab871}{[DOI]}
@@ -95,8 +95,9 @@ \section*{Selected Publications}
 \section*{Selected Conferences \& Talks}
 I have delivered several invited and contributed talks ($>20$) in national and international conferences, sharing my research with the scientific community.
 \begin{itemize}[noitemsep, topsep=0pt]
-    \item \textbf{Invited Talk:} Cosmology and Extragalactic Seminar, MPA Garching, Germany, 2024.
-    \item \textbf{Contributed Talk:} Dark Energy Collaboration Summer Meeting, Marseille, France, 2024.
+    \item \textbf{Invited Talk:} Americal Astronomical Society Meeting, USA, Jan 2025.
+    \item \textbf{Contributed Talk:} Dark Energy Collaboration Summer Meeting,  Marseille, France, Jul 2024.
+    \item \textbf{Invited Talk:} Cosmology and Extragalactic Seminar, MPA Garching, Germany, Mar 2024.
     \item \textbf{Contributed Talk:} Dark Energy Collaboration Winter Meeting, Hawaii, USA, 2023.
 \end{itemize}
 
@@ -110,7 +111,7 @@ \section*{Honors \& Awards}
 
 \section*{Additional Experience}
 \noindent
-\textbf{Mentoring and Diversity Initiatives} \\
+\textbf{Professional services \& activities} \\
 \begin{itemize}[noitemsep, topsep=0pt]
     \item Successfully organized seminars and workshops, demonstrating leadership and project management skills transferable to corporate roles, active reviewer of prestigious astrophysical journals . 
      \item Strong communicator with experience in translating complex scientific concepts into actionable insights for diverse stakeholders.