diff --git a/public/coop_resume.pdf b/public/coop_resume.pdf
index a4b0f6e..4c16e3e 100644
Binary files a/public/coop_resume.pdf and b/public/coop_resume.pdf differ
diff --git a/public/data/about-me.json b/public/data/about-me.json
index 23bd771..727f333 100644
--- a/public/data/about-me.json
+++ b/public/data/about-me.json
@@ -1,25 +1,27 @@
 {
   "phrases": [
-    "Software Developer",
-    "Web Developer",
-    "Frontend Developer",
-    "Backend Developer",
+    "Cloud Ops Database Engineer",
+    "Database Engineer",
+    "DevOps Engineer",
+    "Software Engineer",
     "Full Stack Developer",
-    "UBC Student",
+    "Infrastructure Engineer",
     "Former OSU Student",
     "International Student from China",
     "Computer Science Student",
     "Statistics Student",
-    "Data Science Enthusiast",
-    "Machine Learning Enthusiast",
-    "Computer Graphics Enthusiast",
-    "Amateur Photographer",
-    "Open Source Contributor",
+    "Cloud Infrastructure Specialist",
+    "Kubernetes Enthusiast",
+    "Database Administration Specialist",
+    "Terraform Practitioner",
+    "AWS Solutions User",
+    "Automation Enthusiast",
     "Problem Solver",
     "Lifelong Learner",
-    "PLAI co-op intern",
-    "Former TA at UBC",
-    "DevOps Enthusiast",
+    "Former PLAI Research Engineer",
+    "Former UBC TA",
+    "Open Source Contributor",
+    "Amateur Photographer",
     "Violin Player",
     "Aviation Fan",
     "Manga Reader",
@@ -31,10 +33,10 @@
     "Total War Player"
   ],
   "paragraphs": [
-    "I'm currently at my third year pursuing a combined major in Computer Science and Statistics at UBC. My academic journey and personal projects reflect my passion for problem-solving, innovation, and continuous learning.",
-    "I am interested in areas like machine learning, full-stack web development, DevOps and server management, computer graphics, database design and maintenance, and software engineering. I have had personal or work experiences in many of these areas, and am always eager to learn more.",
-    "I have a strong foundation in programming languages such as TypeScript, Java, Python, and C++, and I am proficient in various frameworks and tools like React, Node.js, Express.js, Docker, and SQL databases. I also have experience with cloud platforms like AWS.",
-    "My major, as a combination of computer programming and math/statistical analysis, has equipped me with a solid foundation in both theoretical and practical aspects of computer science and statistics. I have developed a keen interest in data analysis, machine learning, and statistical modeling, and I am excited to apply these skills in real-world applications.",
-    "I'm always eager to explore new technologies and take on challenging projects that allow me to grow as a developer, and, as a better person. Contact me if you want to know more or collaborate on a project!"
+    "I'm a Computer Science and Statistics student at UBC, currently on co-op as a Cloud Ops Database Engineer at Samsung R&D Canada. I'm passionate about technology, problem-solving, and continuous learning.",
+    "At Samsung, I work on cloud infrastructure and database operations, building tools for account management and implementing Kubernetes and Terraform solutions. I also enjoy contributing to research projects at UBC's PLAI lab, where I develop Minecraft plugins and AI agent frameworks.",
+    "I have experience with various technologies including Kubernetes, Docker, AWS, Python, TypeScript, and Java. I've worked with databases like MySQL, PostgreSQL, and MongoDB, and I enjoy automating workflows and building monitoring solutions.",
+    "Beyond coding, I'm an amateur photographer, violin player, and aviation enthusiast. I love playing Minecraft (and have developed mods & plugins for it!), reading manga, and spending time with my cat. I also enjoy strategy games like War Thunder and Total War.",
+    "I'm always eager to explore new technologies and collaborate on interesting projects. Feel free to reach out if you'd like to connect!"
   ]
 }
diff --git a/public/data/work-experiences.json b/public/data/work-experiences.json
index 6717792..0d3c825 100644
--- a/public/data/work-experiences.json
+++ b/public/data/work-experiences.json
@@ -1,11 +1,79 @@
 {
   "workExperiences": [
+    {
+      "jobTitle": "Cloud Ops Database Engineer",
+      "company": "Samsung R&D Canada",
+      "companyShortName": "Samsung R&D Canada",
+      "startDate": "Sep 2025",
+      "endDate": "Present",
+      "descriptions": [
+        {
+          "shortDesc": "Built a centralized User Account Management tool with enterprise-grade controls for 2000+ database accounts.",
+          "longDesc": [
+            "Developed a centralized User Account Management (UAM) tool to unify prod and non-prod account management for 2000+ accounts across all project databases with an intuitive UI, implementing automated password rotation, account expiration, safe credential delivery via corporate email, and ticket-attached audit logging for compliance."
+          ]
+        },
+        {
+          "shortDesc": "Orchestrated Kubernetes delivery for UAM and secured multi-account database connectivity with Terraform IaC.",
+          "longDesc": [
+            "Orchestrated the UAM application deployment on Kubernetes with Argo CD and AWS EKS, architecting network routings, VPC peerings, IAM policies, and Security Groups using Terraform to securely connect to 100+ MySQL, Postgres, Redshift, and MongoDB databases across 20+ VPCs in 5 AWS accounts and 3 regions."
+          ]
+        },
+        {
+          "shortDesc": "Automated observability migration to Grafana by standardizing Alloy agent rollout via Ansible.",
+          "longDesc": [
+            "Supported the migration from Datadog to self-hosted Grafana by automating the configuration and deployment of Alloy agents across 70+ MongoDB EC2 instances with Ansible, ensuring consistent metrics, traces, and log shipping."
+          ]
+        },
+        {
+          "shortDesc": "Built MongoDB index usage collection and visualization to guide DBA tuning decisions.",
+          "longDesc": [
+            "Performed index usage statistics collection by developing a cron script and a dashboard to automatically collect, aggregate, and visualize MongoDB index usage across all replica sets, enabling senior DBAs to analyze and optimize index performance."
+          ]
+        },
+        {
+          "shortDesc": "Designing Grafana dashboards for RDS, Redshift, and MongoDB to improve real-time visibility and alerting.",
+          "longDesc": [
+            "Designing and building custom Grafana dashboards to monitor RDS, Redshift, and MongoDB status, improving real-time visibility into database and OS health and enabling timely alerting."
+          ]
+        }
+      ],
+      "location": "Vancouver, British Columbia, Canada"
+    },
+    {
+      "jobTitle": "Software Engineer - Infrastructure & Custom Development",
+      "company": "UBC Pacific Laboratory for Artificial Intelligence",
+      "companyShortName": "PLAI",
+      "startDate": "May 2025",
+      "endDate": "Aug 2025",
+      "descriptions": [
+        {
+          "shortDesc": "Upgraded legacy Minecraft plugins/mods to 1.21 with robust connection lifecycle handling for data collection.",
+          "longDesc": [
+            "Upgraded and enhanced legacy Java plugins and mods from Minecraft 1.19 to 1.21, improving connection and termination logic based on client states to ensure stable and reliable behavioral data collection."
+          ]
+        },
+        {
+          "shortDesc": "Built an Agent Companion Framework enabling safe, private AI character interactions on the game server.",
+          "longDesc": [
+            "Architected the Agent Companion Framework to integrate AI characters into the game server, featuring a custom session queue and specialized command interface for private, uninterrupted agent communication, with deterministic guardrails to prevent unsafe actions such as violence or property destruction."
+          ]
+        },
+        {
+          "shortDesc": "Enhanced PLAITime backend with transcription batching, real-time validation, and incentive mechanisms.",
+          "longDesc": [
+            "Contributed to the PLAITime mechanism backend by integrating a transcription model to batch-process player voice transcripts with audio context, implementing real-time validation using Lambda functions and UDP sockets, and designing an incentive mechanism that dynamically awards playing time for high-value interactions while limiting low-quality sessions."
+          ]
+        }
+      ],
+      "location": "Vancouver, British Columbia, Canada"
+    },
     {
       "jobTitle": "Teaching Assistant",
       "company": "The University of British Columbia",
       "companyShortName": "UBC",
       "startDate": "Jan 2025",
-      "endDate": "Present",
+      "endDate": "Aug 2025",
       "descriptions": [
         {
           "shortDesc": "Guided students through database design concepts and implementation in weekly lab sessions.",
@@ -73,42 +141,6 @@
         }
       ],
       "location": "Remote"
-    },
-    {
-      "jobTitle": "Assistant AI Researcher",
-      "company": "UBC Pacific Laboratory for Artificial Intelligence",
-      "companyShortName": "PLAI",
-      "startDate": "May 2025",
-      "endDate": "Present",
-      "descriptions": [
-        {
-          "shortDesc": "Contributing to cutting-edge embodied AI research through Minecraft environments.",
-          "longDesc": [
-            "Contributing to cutting-edge embodied AI research at UBC's PLAI lab by maintaining the technical infrastructure that enables data collection through Minecraft environments."
-          ]
-        },
-        {
-          "shortDesc": "Maintained and upgraded Minecraft server infrastructure for AI research.",
-          "longDesc": [
-            "Maintained and upgraded the Minecraft server infrastructure for AI research data collection.",
-            "Optimized server performance to handle concurrent users and ensure reliable data collection."
-          ]
-        },
-        {
-          "shortDesc": "Developed Java plugins for AI training data collection and security.",
-          "longDesc": [
-            "Developed and improved Java plugins to monitor user actions and collect behavioral data for AI training.",
-            "Implemented security measures through custom plugins to identify and block malicious behaviors and users."
-          ]
-        },
-        {
-          "shortDesc": "Contributed to documentation and data pipeline for AI research.",
-          "longDesc": [
-            "Documented technical implementations and contributed to the data pipeline for AI research."
-          ]
-        }
-      ],
-      "location": "Vancouver, British Columbia, Canada"
     }
   ]
 }
diff --git a/src/assets/skills-details.tsx b/src/assets/skills-details.tsx
index 0313a9b..4bdea96 100644
--- a/src/assets/skills-details.tsx
+++ b/src/assets/skills-details.tsx
@@ -36,6 +36,12 @@ import {
   SiTailwindcss,
   SiSass,
   SiPostgresql,
+  SiAnsible,
+  SiKubernetes,
+  SiGrafana,
+  SiTerraform,
+  SiNestjs,
+  SiMongodb,
 } from "react-icons/si";
 import { GiMagnifyingGlass, GiEarthAmerica, GiJapan } from "react-icons/gi";
 import { BsDatabaseGear, BsFiletypeSql, BsDiagram3 } from "react-icons/bs";
@@ -64,7 +70,7 @@ export const skillsData: SkillCategory[] = [
       { name: "R", icon: <FaRProject /> },
       { name: "C", icon: <SiC /> },
       { name: "C++", icon: <SiCplusplus /> },
-      { name: "Matlab", icon: <MdScience /> },
+      { name: "MATLAB", icon: <MdScience /> },
     ],
   },
   {
@@ -83,6 +89,8 @@ export const skillsData: SkillCategory[] = [
       { name: "WebGL", icon: <SiWebgl /> },
       { name: "Three.js", icon: <TbBrandThreejs /> },
       { name: "Express.js", icon: <SiExpress /> },
+      { name: "NestJS", icon: <SiNestjs /> },
+      { name: "TanStack", icon: <FaReact /> },
     ],
   },
   {
@@ -113,6 +121,7 @@ export const skillsData: SkillCategory[] = [
       { name: "MySQL DB", icon: <SiMysql /> },
       { name: "OracleDB", icon: <SiOracle /> },
       { name: "PostgreSQL", icon: <SiPostgresql /> },
+      { name: "MongoDB", icon: <SiMongodb /> },
       { name: "Data Warehousing", icon: <MdOutlineStorage /> },
     ],
   },
@@ -143,6 +152,10 @@ export const skillsData: SkillCategory[] = [
       { name: "Git", icon: <SiGit /> },
       { name: "GitHub", icon: <FaGithub /> },
       { name: "Docker", icon: <FaDocker /> },
+      { name: "Kubernetes", icon: <SiKubernetes /> },
+      { name: "Ansible", icon: <SiAnsible /> },
+      { name: "Terraform", icon: <SiTerraform /> },
+      { name: "Grafana", icon: <SiGrafana /> },
       { name: "Vim/Nvim", icon: <SiVim /> },
       { name: "Zsh", icon: <SiGnubash /> },
       { name: "AWS", icon: <FaAws /> },