diff --git a/resume.pdf b/resume.pdf
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diff --git a/resume.tex b/resume.tex
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+++ b/resume.tex
@@ -101,15 +101,15 @@
   \resumeSubHeadingListStart
     \resumeSubheading
       {Plano East Senior High School}{Plano, TX}
-      {Multi-disciplinary \& STEM endorsement }{Aug 2022 -- Aug 2026}
+      {STEM Endorsement with Concentration in Physics, Computing, and Higher Level Math}{Aug 2022 -- May 2026}
       \resumeItemListStart
-      \resumeItem{Concentrations}{Computer Science \& Mathematics}
-        \State 
-      \EndWhile}
+        \resumeItem{Focus Areas}
+          {Applied Mathematics, Computer Science, and Theoretical/Computational Physics}
         \resumeItem{Coursework}
-          {Data Structures \& Algorithms, Object-Oriented Programming, Calculus, Differential Equations, Probability, Statistics, Newtonian Physics}
+        {Physics Mechanics \& Electromagnetism, Data Structures \& Algorithms, Object-Oriented Programming, Calculus, Differential Equations, Probability, Statistics, Classical Mechanics, Computational Modeling}
       \resumeItemListEnd
   \resumeSubHeadingListEnd
+
 \begin{comment}
 %-----------EXPERIENCE-----------------
 \section{Work Experience}
@@ -137,7 +137,7 @@
       {Authored a novel architecture enhancement embedding deterministic tensor mutation modules within transformer-based LLMs (LLaMA 3B) to enable low-latency, step-wise accurate arithmetic and linear algebra computation. Leveraged GPU-optimized fixed-index tensor operations to circumvent probabilistic inference bottlenecks, achieving substantial improvements in mathematical reasoning benchmarks without retraining or external symbolic engines. Published on TechRxiv.}
 
   \resumeSubItem{MQTT–to–Push Notification Pipeline}
-  {Developed a 3-repository system to ingest MQTT5 messages and forward them as mobile push notifications via \texttt{ntfy}. Benchmarked ingestion libraries in both C++ and Rust, with Rust outperforming at \textbf{10M notifications/s} (1 KB each). Deployed a Python-based deduplicating ingest service using hash sets, which has successfully relayed 10k+ real-time news alerts to devices in the August of 2025. Designed for scalability, throughput, and reliability in high-volume messaging.}
+  {Developed a 3-repository system to ingest MQTT5 messages and forward them as mobile push notifications via \texttt{ntfy.sh}. Benchmarked ingestion libraries in both C++ and Rust, with Rust outperforming at \textbf{10M notifications/s} (1 KB each). Deployed a Python-based deduplicating ingest service using hash sets, which has successfully relayed 10k+ real-time news alerts to devices in the August of 2025. Designed for scalability, throughput, and reliability in high-volume messaging.}
     \resumeSubItem{Matrix FS}
       {Developed a Layer 2 distributed storage protocol atop IPFS, implemented in Rust with a performant Tauri-based Svelte frontend. Engineered end-to-end encrypted file sharing using AES-256-CBC and ChaCha20-Poly1305 AEAD schemes with deterministic tokenization for content addressing. Extended IPFS functionality with MIME type encoding to enable file-type-aware decentralized storage and retrieval. Integrated SurrealDB ticketing over Tor hidden services to facilitate privacy-preserving access control and auditability.}