diff --git a/data_systems.typ b/data_systems.typ
deleted file mode 100644
index 21e2d94..0000000
--- a/data_systems.typ
+++ /dev/null
@@ -1,196 +0,0 @@
-
-#import "lib/template_common.typ": template_common, work_entry, project, indent, SMALL_STRONG
-
-#let education = indent[
-  #work_entry(
-    "B.A.Sc. in Computer Engineering",
-    "University of Waterloo",
-    start_date: "Sep 2022",
-    end_date: "Apr 2027",
-    location: "Waterloo, ON",
-    tasks: (
-      [Courses: Object-oriented programming, data structures & algorithms, digital
-        logic & circuits, operating systems],
-      [Extracurriculars: Hack the North Organising Team, UW Orbital Satellite Design
-        Team, Creative Writing Club Secretary],
-    ),
-  )
-]
-
-#let skills = indent[
-  *Languages:* TypeScript/JavaScript, HTML, CSS, SQL, Python, Java, Rust \
-  // Dart
-  *Technologies:* React, Next.js, Spring Boot, Express, Prisma, Apollo, GraphQL \
-  // Qt, Jest / Pytest, Apollo, Prisma, Rails
-  *Tools:* Linux, Git, Docker, Postgres, Pytest, Jest, AWS/GCP, Kubernetes,
-  Terraform, Figma // Jenkins, systemd, Jira
-]
-
-#show: doc => template_common(education, skills, doc)
-
-= Experience
-
-#indent[
-  #work_entry(
-    "Software Engineering Intern",
-    "Magna",
-    company_link: "https://magna.so",
-    start_date: "Sep 2024",
-    end_date: "Dec 2024",
-    location: "New York, NY",
-    tools: "Rust, TypeScript, Solidity, React, GraphQL",
-    tasks: (
-      [?? Portal claim config (db, FE, BE, how lucrative it is) padding padding
-        padding, automated deployments],
-      [?? Solana claim fees Wrote a Rust smart contract to add a fee for claiming
-        tokens on Solana],
-      [?? perf and databasest],
-    ),
-  )
-
-  #work_entry(
-    "Software Engineering Intern",
-    "Immigr8",
-    company_link: "https://immigr8now.com",
-    start_date: "Jan 2024",
-    end_date: "Apr 2024",
-    location: "Tampa, FL (Remote)",
-    tools: "TypeScript, Spring Boot, React, Postgres, Terraform, AWS",
-    tasks: (
-      // [Owned the creation of an end-to-end document vault feature in React for users to
-      //   upload and verify identity documents with Textract, reducing support tickets by
-      //   *25%*],
-      [Planned and executed a roadmap to *SOC 2 security compliance* by implementing
-        *role-based permissions with JWTs* in Spring Boot, logging alerts to CloudWatch,
-        and introducing new privacy controls for user data],
-      [?? be specific Investigated and improved initial load time by *80%* for tool
-        using async data fetching and optimising relations],
-      [?? make it clear that you deployed the entire setup, atm makes it seem like you
-        clicked some buttons Created CI/CD pipelines to automatically deploy AWS Lambdas
-        with Terraform and Jenkins],
-      // doc vault as an ETL pipeline
-    ),
-  )
-
-  #work_entry(
-    "Software Engineering Intern",
-    "Dropbase",
-    company_link: "https://dropbase.io",
-    start_date: "May 2023",
-    end_date: "Aug 2023",
-    location: "San Francisco, CA (Remote)",
-    tools: "TypeScript, Python, React, Postgres, AWS",
-    tasks: (
-      [??? make it clearer what this is Engineered a new React data query builder and
-        FastAPI backend for our business intelligence visualisation service to *33000+*
-        users, eliminating the need for clients to manually write API calls],
-      [?? what is it Shipped a new database sync tool for *46000+* users by abstracting
-        data sources behind an adapter-based architecture and AWS Lambdas],
-      [?? data focus, new tool dDeveloped a *serverless microservice* that
-        asynchronously ingests email attachments directly into ETL pipelines],
-      // [??? emphasise test driven development or remove line *Reduced request errors by 30%* by creating backend testing infrastructure with
-      //   *Pytest* to catch regressions and test new features across database engines with
-      //   *90% code coverage*],
-    ),
-  )
-
-  #work_entry(
-    "Backend Developer",
-    "Hack the North",
-    company_link: "https://hackthenorth.com",
-    start_date: "Mar 2023",
-    end_date: "Oct 2024",
-    location: "Waterloo, ON",
-    tools: "TypeScript, Express, Postgres, Kubernetes",
-    tasks: (
-      [Built a new travel registration application leveraging GraphQL to track bus
-        capacity for *500+* attendees in real time],
-      [Diagnosed and recovered from crashes due to load spikes up to *800k* updates per
-        hour at the world's largest student-run hackathon by maintaining and autoscaling
-        Redis and Postgres on Kubernetes],
-      [??? CI/infra focus, deploying otel and traces],
-      [??? ad-hoc data requests],
-      // [Upgraded the event statistics dashboard to update in real time with GraphQL
-      //   *subscriptions with Redis PubSub*],
-    ),
-  )
-]
-
-= Projects
-#set strong(delta: SMALL_STRONG)
-
-#indent[
-  #project(
-    "Mandown Comic Downloader",
-    "Python, Qt",
-    repo_link: "https://github.com/potatoeggy/mandown",
-    tasks: (
-      [Created a CLI and GUI to scrape, download, and convert webcomics into
-        e-ink-optimised PDF/EPUBs],
-      [Designed a scalable ebook converter with a *plugin-based architecture* to
-        improve compatibility],
-      [Implemented *image caching and multithreading* to increase download and update
-        speeds by *300%*],
-    ),
-  )
-
-  // #project(
-  //   "Kobo Sync Server",
-  //   "Rust, Axum",
-  //   repo_link: "https://github.com/potatoeggy/kobink",
-  //   tasks: (
-  //     [Developed a *Rust* backend to sync custom ebook files to Kobos by reimplementing
-  //       the Kobo Sync API],
-  //     [Deployed the service behind an nginx reverse proxy and Cloudflare DNS to sync
-  //       over the internet],
-  //   ),
-  // )
-
-  // #project(
-  //   "Genshin Rewards Simulator",
-  //   "Vue, TypeScript",
-  //   repo_link: "https://github.com/potatoeggy/primoprod",
-  //   demo_link: "https://primoprod.vercel.app",
-  //   tasks: (
-  //     [Built a realistic and beautiful *loot box simulator* with CSS animations based
-  //       off a popular game],
-  //     [Reduced action latency by *90%* by lazily loading art assets at opportune times,
-  //       such as during cutscenes],
-  //   ),
-  // )
-
-  // #project(
-  //   "Jeopardy!",
-  //   "Vue, TypeScript, WebSockets",
-  //   repo_link: "https://github.com/potatoeggy/jeopardy",
-  //   demo_link: "https://jeopardy.eggworld.me/host",
-  //   tasks: (
-  //     [Developed a beautiful and polished game where participants buzz in on their
-  //       devices over *WebSockets*],
-  //     [Synchronised game state between clients and the host with shared types and the
-  //       *observer pattern*],
-  //   ),
-  // )
-
-  // #project(
-  //   "RecipeReady",
-  //   "https://github.com/vincentjguo/recipeready-server",
-  //   "Flutter, Selenium, FastAPI, Android",
-  // )
-  // - Developed a *Flutter app* to generate recipes based on ingredients and filters
-  //   through a FastAPI server
-  // - Scraped thousands of websites for recipes to build a database with a robust
-  //   *many-to-many tag system*
-  // - Aggregated common ingredients heuristically to build a shopping list and a meal
-  // plan for each week
-
-  #project(
-    "Arch Linux Server",
-    "Linux, Docker, nginx, systemd",
-    demo_link: "https://eggworld.me",
-  )
-  - Created a *self-hosted CI/CD pipeline* with *Gitea* to automatically deploy
-    personal projects behind *nginx*
-  - Containerised services with *Docker* and *systemd* to simplify deployment and
-    management
-]
\ No newline at end of file