diff --git a/src/PradNukala_SeniorBackendEngineer_MuralPay.tex b/src/PradNukala_SeniorBackendEngineer_MuralPay.tex
index ac6fb70..2b4d133 100644
--- a/src/PradNukala_SeniorBackendEngineer_MuralPay.tex
+++ b/src/PradNukala_SeniorBackendEngineer_MuralPay.tex
@@ -14,7 +14,7 @@
 
 {\centering
   {\Huge \textbf{Prad Nukala}}\\[2pt]
-  {\large Senior Backend Engineer --- Payments \& Distributed Systems}
+  {\large Senior Backend \& Protocol Engineer}
   \par
 }
 \vspace{14pt}
@@ -35,18 +35,14 @@
 
 {\bfseries Skills}\\[2pt]
 \rule{\linewidth}{0.4pt}\\[4pt]
-\textbf{Languages}\\[1pt]
-TypeScript, JavaScript, Go (Golang), SQL, Java, Protobufs\\[5pt]
-\textbf{Backend \& APIs}\\[1pt]
-API Design (REST/gRPC), Backend Systems, System Architecture, Distributed Networking, Test-Driven Development\\[5pt]
-\textbf{Cloud \& Data}\\[1pt]
-AWS, AWS Lambda, Docker, Kubernetes, Terraform, Cloudflare Workers, PostgreSQL, SQLite, CI/CD\\[5pt]
-\textbf{Frontend}\\[1pt]
-React, React Native, Full-Stack Development\\[5pt]
+\textbf{Core}\\[1pt]
+TypeScript, Golang, JavaScript, React, SQL, AWS, Protobufs\\[5pt]
+\textbf{Backend \& Infrastructure}\\[1pt]
+API Design (REST/gRPC), Kubernetes, Docker, Terraform, AWS Lambda, Cloudflare Workers, PostgreSQL, CI/CD\\[5pt]
 \textbf{Blockchain \& Payments}\\[1pt]
-Cosmos SDK, IBC, EVM, CosmWasm, DeFi, WebAuthn, DIDs\\[5pt]
-\textbf{AI \& Automation}\\[1pt]
-Claude, ChatGPT\\[4pt]
+Cosmos SDK, IBC, EVM, CosmWasm, DeFi, Solana, WebAuthn, DIDs\\[5pt]
+\textbf{Management \& AI Tools}\\[1pt]
+Engineering Management, Claude, ChatGPT\\[4pt]
 
 \vspace{8pt}
 
@@ -75,50 +71,40 @@ Working Group for DID/WebAuthn/WASM\\[2pt]
 \textbf{Co-Founder \& CEO} \hfill \textit{Mar 2021 -- Present}\\
 \textit{Sonr --- New York, USA}
 \begin{itemize}[leftmargin=*, nosep, topsep=2pt]
-  \item \small{Architected a custom Layer-1 blockchain in Go on the Cosmos SDK --- a modular state machine exposing Protobuf/gRPC services and REST gateways --- and secured \$4.7M to build the platform.}
-  \item \small{Directed a cross-functional engineering team; designed developer-facing APIs and SDKs that onboarded 120+ first-time blockchain developers.}
+  \item \small{Founded the company and secured \$4.7M to build a peer-to-peer identity and asset network, owning systems end to end --- specification, architecture, implementation, testing, and maintenance.}
+  \item \small{Architected a custom Layer-1 blockchain in Go on the Cosmos SDK --- a modular state machine exposing Protobuf/gRPC services and REST gateways.}
   \item \small{Operated production infrastructure --- 4 distributed validator nodes on Kubernetes, Docker, and Terraform --- sustaining 99\% operational uptime.}
+  \item \small{Drove open-source growth to the 4th-highest global GitHub contributions (Oct 2021--Oct 2022) and onboarded 120+ first-time blockchain developers to the platform's SDKs and APIs.}
   \item \small{Led the company's 2026 pivot to B2B through hands-on customer discovery, repositioning the platform as white-label wallet infrastructure.}
 \end{itemize}
-\vspace{4pt}
-\textbf{Mobile App Developer} \hfill \textit{Aug 2020 -- May 2021}\\
-\textit{Leidos --- Herndon, VA}
-\begin{itemize}[leftmargin=*, nosep, topsep=2pt]
-  \item \small{Shipped features for the Customs and Border Protection Mobile Passport app used by millions of travelers, meeting federal security standards.}
-\end{itemize}
-\vspace{4pt}
-\textbf{Data Science Intern} \hfill \textit{May 2019 -- Aug 2019}\\
-\textit{Unissant --- Herndon, VA}
-\begin{itemize}[leftmargin=*, nosep, topsep=2pt]
-  \item \small{Built a serverless fraud-detection system on AWS --- a SageMaker ML model behind AWS Lambda functions and a client-facing React app.}
-\end{itemize}
-\vspace{4pt}
-\textbf{Founder \& iOS Developer} \hfill \textit{Jul 2016 -- May 2019}\\
-\textit{Britetwist --- Ashburn, VA}
-\begin{itemize}[leftmargin=*, nosep, topsep=2pt]
-  \item \small{Founded an independent app studio, shipping three consumer apps to 1M+ downloads --- owning design through full-stack development end-to-end.}
-\end{itemize}
 \vspace{6pt}
 
 {\bfseries Projects}\\[2pt]
 \rule{\linewidth}{0.4pt}\\[4pt]
-\textbf{Cross-Chain Value Transfer \& Tokenization} \hfill \textit{2022 -- Present}
+\textbf{Layer-1 Blockchain \& Cross-Chain Payments} \hfill \textit{2022 -- Present}
 \begin{itemize}[leftmargin=*, nosep, topsep=2pt]
-  \item \small{Engineered a ``Gasless Onboarding'' transaction pipeline with custom Cosmos AnteHandlers intercepting and validating WebAuthn passkey credentials at the mempool level, hiding seed phrases and fees behind familiar Web2 flows.}
-  \item \small{Implemented full EVM compatibility alongside CosmWasm smart contracts, supporting multi-chain token mappings and cross-chain value transfer over IBC.}
+  \item \small{Engineered a ``Gasless Onboarding'' transaction pipeline with custom Cosmos AnteHandlers intercepting and validating WebAuthn credentials at the mempool level, abstracting away seed phrases and fees.}
+  \item \small{Delivered full EVM compatibility alongside CosmWasm contracts, supporting multi-chain token mappings and cross-chain value transfer over IBC.}
+  \item \small{Built and operated multi-node testnets with Kubernetes (Starship), Docker, and Devbox, automating multi-architecture CI/CD with GoReleaser.}
 \end{itemize}
 \vspace{4pt}
 \textbf{Token Economics \& Payment Design} \hfill \textit{2022}
 \begin{itemize}[leftmargin=*, nosep, topsep=2pt]
   \item \small{Structured the token as the means of payment across protocol modules, aligning DPoS validator incentives with cross-chain payments over IBC.}
-  \item \small{Translated economic models into Layer-1 state-machine and smart-contract logic alongside 6 PhD economists from Prysm Group.}
+  \item \small{Translated economic models --- price-shock absorption, lockup vesting, and subsidy schedules --- into Layer-1 state machine and smart-contract logic alongside 6 PhD economists from Prysm Group.}
 \end{itemize}
 \vspace{4pt}
 \textbf{Client SDK \& Edge Orchestration} \hfill \textit{2022 -- 2023}
 \begin{itemize}[leftmargin=*, nosep, topsep=2pt]
-  \item \small{Built an edge orchestration layer on Cloudflare Workers (Durable Objects, KV), managing persistent sessions, routing, and state synchronization.}
+  \item \small{Built an edge-native orchestration layer on Cloudflare Workers (Durable Objects, KV, Service Bindings) managing persistent sessions, smart routing, and real-time state synchronization across a decentralized network.}
   \item \small{Bridged WebAuthn passkeys and OAuth 2.0 into a TypeScript client SDK, giving developers passwordless, seed-phrase-free user onboarding.}
 \end{itemize}
+\vspace{4pt}
+\textbf{Core Cryptography Library} \hfill \textit{2022 -- Present}
+\begin{itemize}[leftmargin=*, nosep, topsep=2pt]
+  \item \small{Shipped MPC and Distributed Key Generation protocols (Threshold ECDSA/Ed25519, FROST), backed by exhaustive automated security tests, race-condition checks, and performance benchmarks.}
+  \item \small{Engineered constant-time elliptic curve arithmetic in Go (secp256k1, Ed25519, BLS12-381), strictly hardened against side-channel timing attacks, signature malleability, and nonce reuse.}
+\end{itemize}
 \vspace{6pt}
 
 {\bfseries Education}\\[2pt]