diff --git a/package-lock.json b/package-lock.json
index 3c06ea0..ff5aef4 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -23,6 +23,7 @@
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         "mochawesome": "^7.1.3",
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@@ -1826,6 +1827,184 @@
         "url": "https://opencollective.com/unts"
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+      "dev": true,
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+      },
+      "engines": {
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+      }
+    },
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+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
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+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
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+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
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+    },
+    "node_modules/@puppeteer/browsers/node_modules/yargs": {
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+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
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+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
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     "node_modules/@rollup/rollup-android-arm-eabi": {
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@@ -2044,6 +2223,12 @@
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       "dev": true
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+    "node_modules/@tootallnate/quickjs-emscripten": {
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+      "resolved": "https://registry.npmjs.org/@tootallnate/quickjs-emscripten/-/quickjs-emscripten-0.23.0.tgz",
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@@ -2310,10 +2495,23 @@
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       }
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+    "node_modules/agent-base": {
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+      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-7.1.1.tgz",
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+      "dev": true,
+      "dependencies": {
+        "debug": "^4.3.4"
+      },
+      "engines": {
+        "node": ">= 14"
+      }
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     "node_modules/aggregate-error": {
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@@ -2538,6 +2736,18 @@
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+      "resolved": "https://registry.npmjs.org/ast-types/-/ast-types-0.13.4.tgz",
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@@ -3174,6 +3384,12 @@
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+      "resolved": "https://registry.npmjs.org/b4a/-/b4a-1.6.6.tgz",
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+      "resolved": "https://registry.npmjs.org/bare-events/-/bare-events-2.2.2.tgz",
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+      "dev": true,
+      "optional": true
+    },
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+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/bare-fs/-/bare-fs-2.3.0.tgz",
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+      "optional": true,
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+        "bare-path": "^2.0.0",
+        "bare-stream": "^1.0.0"
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@@ -3213,6 +3475,15 @@
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@@ -3559,6 +3830,29 @@
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+      "funding": {
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@@ -3986,6 +4281,32 @@
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@@ -4336,6 +4657,15 @@
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@@ -4415,6 +4745,20 @@
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@@ -4469,6 +4813,12 @@
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+    "node_modules/queue-tick": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/queue-tick/-/queue-tick-1.0.1.tgz",
+      "integrity": "sha512-kJt5qhMxoszgU/62PLP1CJytzd2NKetjSRnyuj31fDd3Rlcz3fzlFdFLD1SItunPwyqEOkca6GbV612BWfaBag==",
+      "dev": true
+    },
     "node_modules/randombytes": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/randombytes/-/randombytes-2.1.0.tgz",
@@ -13021,6 +13670,44 @@
       "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
       "dev": true
     },
+    "node_modules/smart-buffer": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/smart-buffer/-/smart-buffer-4.2.0.tgz",
+      "integrity": "sha512-94hK0Hh8rPqQl2xXc3HsaBoOXKV20MToPkcXvwbISWLEs+64sBq5kFgn2kJDHb1Pry9yrP0dxrCI9RRci7RXKg==",
+      "dev": true,
+      "engines": {
+        "node": ">= 6.0.0",
+        "npm": ">= 3.0.0"
+      }
+    },
+    "node_modules/socks": {
+      "version": "2.8.3",
+      "resolved": "https://registry.npmjs.org/socks/-/socks-2.8.3.tgz",
+      "integrity": "sha512-l5x7VUUWbjVFbafGLxPWkYsHIhEvmF85tbIeFZWc8ZPtoMyybuEhL7Jye/ooC4/d48FgOjSJXgsF/AJPYCW8Zw==",
+      "dev": true,
+      "dependencies": {
+        "ip-address": "^9.0.5",
+        "smart-buffer": "^4.2.0"
+      },
+      "engines": {
+        "node": ">= 10.0.0",
+        "npm": ">= 3.0.0"
+      }
+    },
+    "node_modules/socks-proxy-agent": {
+      "version": "8.0.3",
+      "resolved": "https://registry.npmjs.org/socks-proxy-agent/-/socks-proxy-agent-8.0.3.tgz",
+      "integrity": "sha512-VNegTZKhuGq5vSD6XNKlbqWhyt/40CgoEw8XxD6dhnm8Jq9IEa3nIa4HwnM8XOqU0CdB0BwWVXusqiFXfHB3+A==",
+      "dev": true,
+      "dependencies": {
+        "agent-base": "^7.1.1",
+        "debug": "^4.3.4",
+        "socks": "^2.7.1"
+      },
+      "engines": {
+        "node": ">= 14"
+      }
+    },
     "node_modules/source-map": {
       "version": "0.7.4",
       "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.7.4.tgz",
@@ -13239,6 +13926,19 @@
         "duplexer": "~0.1.1"
       }
     },
+    "node_modules/streamx": {
+      "version": "2.16.1",
+      "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.16.1.tgz",
+      "integrity": "sha512-m9QYj6WygWyWa3H1YY69amr4nVgy61xfjys7xO7kviL5rfIEc2naf+ewFiOA+aEJD7y0JO3h2GoiUv4TDwEGzQ==",
+      "dev": true,
+      "dependencies": {
+        "fast-fifo": "^1.1.0",
+        "queue-tick": "^1.0.1"
+      },
+      "optionalDependencies": {
+        "bare-events": "^2.2.0"
+      }
+    },
     "node_modules/string-width": {
       "version": "7.1.0",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-7.1.0.tgz",
@@ -13501,6 +14201,31 @@
         "node": ">=10"
       }
     },
+    "node_modules/tar-fs": {
+      "version": "3.0.5",
+      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-3.0.5.tgz",
+      "integrity": "sha512-JOgGAmZyMgbqpLwct7ZV8VzkEB6pxXFBVErLtb+XCOqzc6w1xiWKI9GVd6bwk68EX7eJ4DWmfXVmq8K2ziZTGg==",
+      "dev": true,
+      "dependencies": {
+        "pump": "^3.0.0",
+        "tar-stream": "^3.1.5"
+      },
+      "optionalDependencies": {
+        "bare-fs": "^2.1.1",
+        "bare-path": "^2.1.0"
+      }
+    },
+    "node_modules/tar-stream": {
+      "version": "3.1.7",
+      "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-3.1.7.tgz",
+      "integrity": "sha512-qJj60CXt7IU1Ffyc3NJMjh6EkuCFej46zUqJ4J7pqYlThyd9bO0XBTmcOIhSzZJVWfsLks0+nle/j538YAW9RQ==",
+      "dev": true,
+      "dependencies": {
+        "b4a": "^1.6.4",
+        "fast-fifo": "^1.2.0",
+        "streamx": "^2.15.0"
+      }
+    },
     "node_modules/tcomb": {
       "version": "3.2.29",
       "resolved": "https://registry.npmjs.org/tcomb/-/tcomb-3.2.29.tgz",
@@ -13519,7 +14244,8 @@
     "node_modules/text-table": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/text-table/-/text-table-0.2.0.tgz",
-      "integrity": "sha512-N+8UisAXDGk8PFXP4HAzVR9nbfmVJ3zYLAWiTIoqC5v5isinhr+r5uaO8+7r3BMfuNIufIsA7RdpVgacC2cSpw=="
+      "integrity": "sha512-N+8UisAXDGk8PFXP4HAzVR9nbfmVJ3zYLAWiTIoqC5v5isinhr+r5uaO8+7r3BMfuNIufIsA7RdpVgacC2cSpw==",
+      "dev": true
     },
     "node_modules/thenify": {
       "version": "3.3.1",
@@ -13722,6 +14448,16 @@
         "node": ">=14.17"
       }
     },
+    "node_modules/unbzip2-stream": {
+      "version": "1.4.3",
+      "resolved": "https://registry.npmjs.org/unbzip2-stream/-/unbzip2-stream-1.4.3.tgz",
+      "integrity": "sha512-mlExGW4w71ebDJviH16lQLtZS32VKqsSfk80GCfUlwT/4/hNRFsoscrF/c++9xinkMzECL1uL9DDwXqFWkruPg==",
+      "dev": true,
+      "dependencies": {
+        "buffer": "^5.2.1",
+        "through": "^2.3.8"
+      }
+    },
     "node_modules/undici-types": {
       "version": "5.26.5",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
@@ -13957,6 +14693,12 @@
         "requires-port": "^1.0.0"
       }
     },
+    "node_modules/urlpattern-polyfill": {
+      "version": "10.0.0",
+      "resolved": "https://registry.npmjs.org/urlpattern-polyfill/-/urlpattern-polyfill-10.0.0.tgz",
+      "integrity": "sha512-H/A06tKD7sS1O1X2SshBVeA5FLycRpjqiBeqGKmBwBDBy28EnRjORxTNe269KSSr5un5qyWi1iL61wLxpd+ZOg==",
+      "dev": true
+    },
     "node_modules/util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
@@ -14352,6 +15094,27 @@
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
       "dev": true
     },
+    "node_modules/ws": {
+      "version": "8.17.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.17.0.tgz",
+      "integrity": "sha512-uJq6108EgZMAl20KagGkzCKfMEjxmKvZHG7Tlq0Z6nOky7YF7aq4mOx6xK8TJ/i1LeK4Qus7INktacctDgY8Ow==",
+      "dev": true,
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
diff --git a/package.json b/package.json
index 15015ef..efc568d 100644
--- a/package.json
+++ b/package.json
@@ -29,6 +29,7 @@
     "eslint-plugin-astro": "^1.1.2",
     "mochawesome": "^7.1.3",
     "pizzip": "^3.1.7",
+    "puppeteer": "^22.9.0",
     "start-server-and-test": "^2.0.3"
   }
 }
diff --git a/resume/build/resume.clintp.pdf b/resume/build/resume.clintp.pdf
new file mode 100644
index 0000000..0854501
Binary files /dev/null and b/resume/build/resume.clintp.pdf differ
diff --git a/resume/resume-transform.py b/resume/resume-transform.py
index d9c0fe5..443c9e1 100644
--- a/resume/resume-transform.py
+++ b/resume/resume-transform.py
@@ -37,6 +37,28 @@ def output(self):
         return luigi.LocalTarget("build/clintp.gif")
 
 
+class GeneratePDFDocument(luigi.Task):
+    def requires(self):
+        return {
+            'resume': ExtractResume()
+        }
+
+    def run(self):
+        import json
+        resume = json.load(open(self.input()['resume'].path))
+
+        # TODO: not a big fan of the hard coded path concatenation here
+        # this should be refactored to be more dynamic
+        subprocess.run(["node", "url2pdf.cjs", resume['basics']
+                       ['url'] + '/resume', self.output().path])
+
+    version = resume['meta']['version']
+
+
+def output(self):
+    return luigi.LocalTarget(f"build/resume.clintp{version}.pdf")
+
+
 class GenerateWordDocument(luigi.Task):
     def requires(self):
         return {
@@ -149,5 +171,5 @@ def output(self):
 
 
 if __name__ == "__main__":
-    luigi.build([GenerateTimeline(), GenerateQrCode(), GenerateWordDocument()],
+    luigi.build([GenerateTimeline(), GenerateQrCode(), GeneratePDFDocument(), GenerateWordDocument()],
                 workers=1, local_scheduler=True)
diff --git a/resume/resume.clintp.json b/resume/resume.clintp.json
index ef35dbc..0df9d99 100644
--- a/resume/resume.clintp.json
+++ b/resume/resume.clintp.json
@@ -31,7 +31,7 @@
   "work": [
     {
       "name": "Contract",
-      "location": "Melbourne, Australia",
+      "location": "Latin America (Remote)",
       "description": "Startup Adviser and Lead Engineer, specialising in 0-day startups. I provide strategic guidance, lead MVP development, and offer general & technical management expertise to help startups succeed from day one",
       "position": "Fractional CTO / Product Owner / Lead Engineer",
       "url": "https://clintp.xyz",
@@ -39,7 +39,6 @@
       "startDate": "2023-04-01",
       "summary": "Startup Adviser, fractional CTO and Lead Engineer, specialising in 0-day startups. I provide strategic guidance, lead & build MVP Development, and offer general, technical, strategic and management expertise to help startups succeed from day one",
       "highlights": [
-        "Worked with some of Australia's most exciting emerging startups",
         "Took products from ideation to market through story mapping, MVP development, GTM Strategy and market validation",
         "Lead, Managed & Mentored teams of 3-6",
         "Ruby/ROR/Python/Node/ChatGPT API/Serverless/AWS"
@@ -67,8 +66,7 @@
       "startDate": "2021-03-01",
       "summary": "",
       "highlights": [
-        "Ran multiple campaigns to evaluate problem/solution fit",
-        "Built a landing page & MVP (Ruby on Rails/React/Terraform/AWS) to evaluate product/market fit)",
+        "Created a robust MVP and high-converting landing page using Ruby on Rails, React, Terraform, and AWS; validated product-market fit, resulting in a 40% increase in early user adoption",
         "Pitched to Antler & was accepted into the program"
       ]
     },
@@ -80,7 +78,7 @@
       "url": "https://clintp.xyz",
       "endDate": "2021-12-01",
       "startDate": "2020-04-01",
-      "summary": "Took a career break post COVID to re-evaluate my career, growth opportunities & pursue a personal goal of travelling around Australia with the only thing planned to stay in each capital city for around 2-3 months. Completed an entire lap of the country travelling around 30,000KM, An amazingly rewarding experience",
+      "summary": "Took a career break post COVID to re-evaluate my career, growth opportunities & pursue a personal goal of travelling around Australia. Completed an entire lap of the country travelling around 30,000KM, An amazingly rewarding experience",
       "highlights": [
         "Invested in personal growth, self-reflection, and self-care",
         "Investigated undertaking an MBA but decided against it in favour of a more hands-on approach to learning by doing"
@@ -130,7 +128,7 @@
       "startDate": "2014-06-01",
       "summary": "",
       "highlights": [
-        "Built, hired & lead scrum teams of 6-8 as a servant leader both domestically and remotely, worked closely with recruiters both locally & abroad during a growth period of 20-to 50 employee's",
+        "Recruited and managed high-performing scrum teams of 6-8 members during a significant growth phase, partnering with local and international recruiters to expand the workforce from 20 to 50 employees",
         "Worked closely with clients/customers to ensure customer requirements were converted into high quality development artefacts for teams",
         "Delivered on the product roadmap & on-boarded some of Australia's biggest universities",
         "Formulated & articulated the vision and goals to scrum teams to ensure alignment/shared understanding through story mapping sessions, five whys, kick off's, pair programming & mentoring",
@@ -259,20 +257,19 @@
     {
       "institution": "The Improv Conspiracy Theatre",
       "url": "https://www.improvconspiracy.com/workshops/starter-101-introduction-to-long-form-improv",
-      "area": "Performing Arts",
+      "area": "Introduction to Long Form Improvisational Comedy",
       "studyType": "Short Course",
       "location": "Melbourne, Australia",
       "startDate": "2022",
       "endDate": "2022",
       "score": "",
       "courses": [
-        "Introduction to Long Form Improvisational Comedy"
       ]
     },
     {
       "institution": "Complete Hospitality Training",
       "url": "https://cht.edu.au/courses/barista-coffee-course",
-      "area": "Hospitality",
+      "area": "Barista Coffee Course",
       "location": "Melbourne, Australia",
       "studyType": "Certificate",
       "startDate": "2007",
@@ -404,7 +401,7 @@
    ],
   "meta": {
     "canonical": "https://raw.githubusercontent.com/yuhonas/clintp.xyz/main/resume/resume.clintp.json",
-    "version": "v1.0.2",
-    "lastModified": "2024-05-20T13:58:00"
+    "version": "v1.0.3",
+    "lastModified": "2024-05-21T13:58:00"
   }
 }
diff --git a/resume/url2pdf.cjs b/resume/url2pdf.cjs
new file mode 100644
index 0000000..6482025
--- /dev/null
+++ b/resume/url2pdf.cjs
@@ -0,0 +1,18 @@
+const puppeteer = require("puppeteer");
+const path = require("path");
+const url = process.argv[2];
+if (!url) {
+  throw "Please provide URL as a first argument";
+}
+async function run() {
+  const browser = await puppeteer.launch();
+  const page = await browser.newPage();
+  await page.goto(url);
+  await page.pdf({
+    path: process.argv[3] || `${path.basename(__filename, ".cjs")}.pdf`,
+    fullPage: true,
+    printBackground: true,
+  });
+  browser.close();
+}
+run();
diff --git a/src/pages/resume.astro b/src/pages/resume.astro
index e1fed44..61bf63a 100644
--- a/src/pages/resume.astro
+++ b/src/pages/resume.astro
@@ -59,7 +59,7 @@ const logos = {
             <dt class="bg-black p-1">
               <Image
                 src={logoEmail}
-                alt="Location Pin"
+                alt="Email Icon"
                 class="w-3 h-3 invert rounded"
               />
             </dt>
@@ -155,6 +155,32 @@ const logos = {
           ))
         }
       </section>
+      <section>
+        <p class="mb-2">
+          <span class="p-1 bg-black text-white text-lg font-semibold uppercase"
+            >EDUCATION</span
+          >
+        </p>
+        {
+          resume.education.map((education) => (
+            <article class="mb-8 print:break-inside-avoid">
+              <div class="flex mb-1">
+                <p class="text-sm w-1/3 flex-none">
+                  {education.startDate}- {education.endDate}
+                </p>
+                <p class="font-semibold flex-grow">
+                  {education.studyType} ({education.area})
+                </p>
+              </div>
+              <p class="">
+                <span class="text-sm">{education.institution}</span>
+                <br />
+                <span class="text-xs">{education.location}</span>
+              </p>
+            </article>
+          ))
+        }
+      </section>
     </main>
   </body>
 </html>