diff --git a/resumes/build/mnisyif_resume.pdf b/resumes/build/mnisyif_resume.pdf
index 2ff2726..f7aa6b9 100644
Binary files a/resumes/build/mnisyif_resume.pdf and b/resumes/build/mnisyif_resume.pdf differ
diff --git a/resumes/mnisyif_resume.tex b/resumes/mnisyif_resume.tex
index 163e861..6dc443b 100644
--- a/resumes/mnisyif_resume.tex
+++ b/resumes/mnisyif_resume.tex
@@ -97,6 +97,7 @@
     \end{tabular*}\vspace{-7pt}
 }
 
+
 \newcommand{\resumeProjectHeading}[2]{
     \vspace{-2pt}\item
     \begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r}
@@ -121,7 +122,7 @@
 
 %----------HEADING----------
 \begin{tabular*}{\textwidth}{@{\hspace{-1ex}}l}
-    \textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}Murtadha Nisyif}} \vspace{2pt}\\
+    \textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}MURTADHA NISYIF}} \vspace{2pt}\\
     \href{mailto:mnisyif@gmail.com}{\faIcon{at} mnisyif@gmail.com} $|$ 
     \faIcon{phone-square-alt} +1 (519) 502-8463 $|$ 
     \faIcon{map-marker-alt} Ontario, Canada $|$ 
@@ -132,6 +133,32 @@
 
 \vspace{-20pt}
 
+%-----------SUMMARY----------
+\section{\color{blue}SUMMARY}
+    Versatile computer engineer and researcher specialized in \textbf{Semantic Communications}. 
+    Explored and implemented methods to optimize AI-driven communication by extracting and transmitting only \textbf{task-critical "meaningful features"} rather than raw pixel data. 
+    This approach enables autonomous systems to maintain high intelligence and operational reliability over congested or weak network environments.
+
+    \vspace{-7pt}
+%-----------EDUCATION-----------
+\section{\color{blue}EDUCATION}
+    \resumeSubHeadingListStart
+        \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{Dec 2025}
+        \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{Apr 2023}
+    \resumeSubHeadingListEnd
+% \vspace{-8pt}
+
+%-----------SKILLS-----------
+\section{\color{blue}CERTIFICATIONS, SKILLS, TECHNOLOGIES, INTERESTS}
+    \begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
+        \textbf{Certifications: } & AWS Solutions Architect\\
+        \textbf{Skills: }         & AI; DevOps; Cloud Computing; IaC; Containerization; CI/CD; Monitoring; Data Engineering; ML Ops \\
+        \textbf{Languages: }      & Python; C++; C; JavaScript; Rust; HTML; Java; Bash\\
+        \textbf{Tech Stacks: }    & FastAPI; PyTorch; React; Flask; SQLite; PostgresSQL; NumPy; SciPy; Scikit-learn; Matplotlib; MongoDB; Docker; Git; Jenkins; Terraform; AWS; Kubernetes; Express JS; Node.js; Swagger\\
+        \textbf{Languages: }      & English (Fluent); Arabic (Fluent)  
+    \end{tabularx} 
+    \vspace{-7pt}
+
 %----------Experience----------
 \section{\color{blue}WORK EXPERIENCE}
     \resumeSubHeadingListStart
@@ -165,32 +192,15 @@
 
     \resumeSubHeadingListEnd
 
-%-----------EDUCATION-----------
-\section{\color{blue}EDUCATION}
-    \resumeSubHeadingListStart
-        \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Masters of Applied Science - Semantic Communication \& ML}}{Dec 2025}
-        \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Bachelors of Engineering - Computer Engineering}}{Apr 2023}
-    \resumeSubHeadingListEnd
-
-%-----------SKILLS-----------
-\section{\color{blue}SKILLS, TECHNOLOGIES, INTERESTS}
-  \begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
-    \textbf{Skills: }         & AI; DevOps; Cloud Computing; IaC; Containerization; CI/CD; Monitoring; Data Engineering; ML Ops \\
-    \textbf{Languages: }      & Python; C++; C; JavaScript; Rust; HTML; Java; Bash\\
-    \textbf{Tech Stacks: }    & FastAPI; PyTorch; React; Flask; SQLite, PostgresSQL, MongoDB, Express JS; Node.js; Swagger; Docker; Git; Jenkins; Terraform; AWS; Kubernetes
-    % \textbf{Languages: }      & English (Fluent); Arabic (Fluent)
-  \end{tabularx}
-  \vspace{-7pt}
-
 %-----------PROJECTS-----------
 \section{\color{blue}PROJECTS}
     \resumeSubHeadingListStart
 
-        \resumeProjectHeading {\textbf{\color{black}Personal Portfolio Website} $|$ \color{blue} \emph{React, Rust, Async, Jenkins, Docker}}{}
-            \resumeItemListStart
-                \resumeItem{Built a portfolio website featuring a React frontend coupled with a resilient Rust backend}
-                \resumeItem{Integrated comprehensive Jenkins CI/CD pipelines and Docker-based deployment, slashing manual release efforts by 70\% and ensuring high availability}
-            \resumeItemListEnd
+        % \resumeProjectHeading {\textbf{\color{black}Personal Portfolio Website} $|$ \color{blue} \emph{React, Rust, Async, Jenkins, Docker}}{}
+        %     \resumeItemListStart
+        %         \resumeItem{Built a portfolio website featuring a React frontend coupled with a resilient Rust backend}
+        %         \resumeItem{Integrated comprehensive Jenkins CI/CD pipelines and Docker-based deployment, slashing manual release efforts by 70\% and ensuring high availability}
+        %     \resumeItemListEnd
 
         \resumeProjectHeading {\textbf{\color{black}Home lab Adminstration} $|$ \color{blue} \emph{Docker, Terraform, Jenkins, Prometheus, Grafana, SSL/TLS}}{}
             \resumeItemListStart