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<!DOCTYPE html>
<html lang="en" prefix="og: https://ogp.me/ns#">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Professional resume for Resume">
<meta name="robots" content="index, follow">
<meta name="author" content="Resume">
<meta property="og:title" content="Resume">
<meta property="og:type" content="profile">
<meta property="og:description" content="Professional resume and work experience">
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta name="format-detection" content="telephone=no">
<title>Resume</title>
<!-- Schema.org structured data for better ATS parsing -->
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Person",
"name": "Resume",
"description": "Professional resume",
"url": window.location.href
}
</script>
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<script src="https://cdn.tailwindcss.com"></script>
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tailwind.config = {
theme: {
extend: {
colors: {
primary: '#1a5276', /* Professional deep blue */
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neutral: '#f8f9fa',
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fontSize: 'calc(2.25rem - 0.05rem)',
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],
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</script>
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<style>
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@page {
size: A4;
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color-adjust: exact !important;
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body, * {
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</head>
<body class="font-sans text-gray-800 bg-white print:m-0 print:p-0" itemscope itemtype="https://schema.org/Person">
<!-- Main resume document with semantic structure -->
<article class="max-w-[800px] mx-auto mt-8 mb-6 bg-white shadow-lg print:shadow-none print:m-0 print:p-0 print:relative" role="main" aria-label="Resume Document">
<!-- Resume header section -->
<header class="w-full bg-primary text-white print:px-[1cm] px-8 py-2" itemscope itemtype="https://schema.org/Person">
<section class="flex flex-col print:flex-row print:items-center sm:flex-row items-start sm:items-center w-full"><div class="flex-shrink-0 text-left"><h1 class="text-2xl font-bold" itemprop="name">Sam Cullin, BSoftEng</h1></div><div class="flex-shrink-0 mt-2 print:mt-0 sm:mt-0 print:ml-auto sm:ml-auto"><address class="contact-info text-left sm:text-right not-italic">
<div class="contact-item" data-contact-type="Mobile"><strong class="font-bold">Mobile:</strong><span class="contact-separator"> </span><a href="tel:+61000000000" class="hover:underline" rel="noopener">+61000000000</a></div>
<div class="contact-item" data-contact-type="Email"><strong class="font-bold">Email:</strong><span class="contact-separator"> </span><a href="mailto:sam@example.com" class="hover:underline" rel="noopener">sam@example.com</a></div>
<div class="contact-item" data-contact-type="LinkedIn"><strong class="font-bold">LinkedIn:</strong><span class="contact-separator"> </span><a href="https://www.linkedin.com/in/sam-cullin/" class="hover:underline" rel="noopener">linkedin.com/in/sam-cullin</a></div>
</address></div></section>
</header>
<!-- Main content area with semantic sections -->
<main class="px-8 py-2 print:pt-4 print:px-[1cm]" role="main" aria-label="Resume Content">
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] This document includes additional details starting with [INFO]; please use these to add specific skills that would clutter the resume.</p>
</aside>
<section role="region" id="Profile">
<h2 class="text-xl font-bold text-primary mb-2 pb-1 pt-1 border-b border-gray-300" id="Profile" role="heading" aria-level="2">Profile</h2>
<article>
<p class="my-1">A hands-on software engineer and leader who values creating helpful, customer-focused products and supporting high-trust teams to develop them. Over my 8+ year career, I've leveraged my enthusiasm for emerging technology to grow engineering teams and deliver reliable cloud platforms. I lead by promoting transparency and psychological safety, fostering environments where continuous learning and collaborative exploration turn ambitious ideas into tangible results.</p>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] Current Location: Melbourne, Australia</p>
<p class="p-0 m-0">[INFO] Current Level: Senior Individual Contributor & Technical Leader</p>
<p class="p-0 m-0">[INFO] Bachelor of Engineering (Software Engineering) or B.SoftEng</p>
</aside>
</article>
</section>
<section role="region" id="Professional-Skills">
<h2 class="text-xl font-bold text-primary mb-2 pb-1 pt-1 border-b border-gray-300" id="Professional-Skills" role="heading" aria-level="2">Professional Skills</h2>
<article>
<ul class="pl-5 my-2 space-y-1 custom-bullet-list mb-2" role="list"><li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Customer Success:</strong> Translated deep customer insights into impactful technical solutions.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">End-to-End Delivery:</strong> Built products from UX to cloud architecture using a systems thinking approach.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Infrastructure & Developer Experience:</strong> Designed resilient, observable infrastructure and internal platforms that enhance developer efficiency and reliability.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Technical Strategy:</strong> Crafted technology roadmaps that balance innovation with operational excellence.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">AI & Cloud Platforms:</strong> Deployed AI-driven, cloud-native platforms that scale with business needs.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Team Leadership:</strong> Formed high-performing, collaborative engineering teams aligned with company mission and culture.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Data Engineering & Analytics:</strong> Engineered real-time and batch data pipelines to power analytics and data-driven decisions.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Relationship Management:</strong> Fostered alignment across teams, executives, and partners to drive customer-focused delivery.</li></ul>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] Soft Skills: growth mindset, accountability, communication, problem solving, collaboration.</p>
<p class="p-0 m-0">[INFO] Solution Architecture, Systems Engineering, Cloud Architecture, DevOps, CI/CD, Monitoring, Cost Optimization, Data Engineering, Cloud Computing, Technology Adoption, Professional Services</p>
</aside>
</article>
</section>
<section role="region" id="Employment-History">
<h2 class="text-xl font-bold text-primary mb-2 pb-1 pt-1 border-b border-gray-300" id="Employment-History" role="heading" aria-level="2">Employment History</h2>
<article>
<h3 class="text-base font-bold text-primary mt-1 mb-1" itemprop="worksFor" itemscope itemtype="https://schema.org/Organization"><span itemprop="name"><strong class="font-bold">FSCO Pty Ltd</strong> — Web3 & AI Fintech</span></h3>
<h4 class="text-sm font-semibold text-gray-800 mt-1 mb-1" itemprop="jobTitle">Senior Software Engineer → Tech Lead</h4>
<h5 class="text-xs font-semibold text-gray-800 mt-1 mb-1"><time><a href="https://fsco.io" class="hover:underline" rel="noopener" title="fsco.io">fsco.io</a> | Brisbane, Australia | 03/2020 - 02/2025</time></h5>
<ul class="pl-5 my-2 space-y-1 custom-bullet-list mb-2" role="list"><li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Designed a LLM-backed OCR engine to transform unstructured documents into structured datasets, improving performance and cost efficiency after assessing cloud OCR and custom NLP pipelines.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Led platform migration to Kubernetes with an event-driven architecture, reducing latency from 800ms to 50ms, boosting release frequency through CI/CD, and enhancing stability and security with containerized testing.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Orchestrated incident recovery, post-mortems, and process redesign after outages, implementing safeguards to prevent recurrence.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Built and scaled a 7-engineer team, defining technical direction and fostering a high-trust culture by mentoring engineers and implementing paired programming and code reviews.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Developed a blockchain carbon credit traceability solution to support environmental compliance, enabling transparent audit trails for public-sector sustainability initiatives.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Managed client and partner relationships, leading blockchain integration for a food producer while aligning solutions with the platform and influencing partner roadmaps.</li></ul>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] Programming Languages: python, typescript, solidity, sql, terraform, bash.</p>
<p class="p-0 m-0">[INFO] Libraries: pandas, numpy, nestjs, zod, angular, react, flask, langchain.</p>
<p class="p-0 m-0">[INFO] Infrastructure: aws, kubernetes, fluxcd, vpc, subnets, security-groups, lambda, s3, rds, aws-bedrock, cloudfront, dynamodb, IAM, postgresql, redis, elasticsearch, kibana, logstash, sqs, rabbitmq, keycloak, blockchain, amazon-web-services.</p>
<p class="p-0 m-0">[INFO] DevOps: gitlab, datadog, grafana, prometheus, cicd, pipelines, cloudwatch, sentry.</p>
<p class="p-0 m-0">[INFO] Architecture: event-sourcing, cqrs, microservices, rest-apis, openapi, rpc, auto-scaling, oauth2, nlp-pipelines, logistics, supply-chain, traceability.</p>
<p class="p-0 m-0">[INFO] Tools: postman, gitlab, git, cursor, AI, foundry, docker, openai, LLM, AI/ML, ollama, git, kubernetes, helm, monorepos.</p>
<p class="p-0 m-0">[INFO] Soft Skills: mentorship, training, coaching, project-management, customer-success</p>
</aside>
<h3 class="text-base font-bold text-primary mt-1 mb-1" itemprop="worksFor" itemscope itemtype="https://schema.org/Organization"><span itemprop="name"><strong class="font-bold">Telstra Corporation</strong> — Australia's National Telco</span></h3>
<h4 class="text-sm font-semibold text-gray-800 mt-1 mb-1" itemprop="jobTitle">Data Analyst → Cloud Architect</h4>
<h5 class="text-xs font-semibold text-gray-800 mt-1 mb-1"><time><a href="https://telstra.com" class="hover:underline" rel="noopener" title="telstra.com">telstra.com</a> | Melbourne, Australia | 03/2018 - 03/2020</time></h5>
<ul class="pl-5 my-2 space-y-1 custom-bullet-list mb-2" role="list"><li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Automated petabyte-scale big data workflows, shifting processing to off-peak hours, saving 2 hours per day and ensuring up-to-date dashboards every morning.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Developed security-compliant (tfsec) infrastructure-as-code (Terraform) modules for the big data platform's on-premises to AWS migration.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Partnered with Telstra PM to deploy a rebate engine, integrating rebate eligibility into the front-of-house dashboard and removing customer wait times for eligibility confirmation.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Created a Power BI visualizer for rebate anomalies and outliers, improving visibility of outstanding rebates and surfacing suspicious activity.</li></ul>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] Programming Languages: java, python, sql, bash, terraform.</p>
<p class="p-0 m-0">[INFO] Libraries: pandas, numpy, spring-boot, maven.</p>
<p class="p-0 m-0">[INFO] Infrastructure: step-functions, lambda, sqs, ECS, EC2, VPC, Subnets, IAM, cloudformation, mysql, dynamodb, hive, hadoop, s3, spark, aws-services.</p>
<p class="p-0 m-0">[INFO] DevOps: bamboo, cloudwatch, newrelic, jenkins, aws-ci/cd, cron-jobs.</p>
<p class="p-0 m-0">[INFO] Architecture: Big-Data, ETL-Pipelines, Cloud-Migration, Dependency-Injection, Auto-Scaling, data-processing, cross-cloud-connectivity, enterprise-security.</p>
<p class="p-0 m-0">[INFO] Tools: postman, bitbucket, git, artifactory, docker, virtual-machines, power-bi.</p>
</aside>
<h3 class="text-base font-bold text-primary mt-1 mb-1" itemprop="worksFor" itemscope itemtype="https://schema.org/Organization"><span itemprop="name"><strong class="font-bold">Findas Pty Ltd</strong> — Software Development Studio</span></h3>
<h4 class="text-sm font-semibold text-gray-800 mt-1 mb-1" itemprop="jobTitle">Founder & Lead Developer</h4>
<h5 class="text-xs font-semibold text-gray-800 mt-1 mb-1"><time>Melbourne, Australia | 02/2017 - 03/2021</time></h5>
<ul class="pl-5 my-2 space-y-1 custom-bullet-list mb-2" role="list"><li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Designed and shipped a high-availability AWS-based eCommerce platform for an optometry client, migrating thousands of products from legacy systems.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Founded a small development company; managed hiring, client engagement, project delivery, and budgeting across multiple SaaS and mobile products.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Delivered Gotya, a social iOS app in Swift, from concept to App Store launch within 4 weeks by coordinating a team of 4 developers on an accelerated timeline.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Led QA/UAT cycles and provided production support to ensure reliability and quick issue resolution.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Developed a blockchain proof-of-concept app using VeChain + React to facilitate POS reward redemption with smart contract validation.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• ">Regularly presented on Hyperledger Fabric and blockchain fundamentals at Melbourne Blockchain meetups, engaging a diverse audience of developers and enthusiasts.</li></ul>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] Programming Languages: swift, typescript, javascript, python, go, solidity, sql, bash, terraform.</p>
<p class="p-0 m-0">[INFO] Libraries: react, express, graphql, nestjs, angular.</p>
<p class="p-0 m-0">[INFO] Infrastructure: firebase, lambda, SQS, RDS, VPC, Subnets, IAM, dynamodb, cloudfront, s3, terraform, cloudformation, amazon-web-services.</p>
<p class="p-0 m-0">[INFO] DevOps: github-actions, github, google-analytics, sentry, cloudwatch.</p>
<p class="p-0 m-0">[INFO] Architecture: CRUD-apps, serverless-apps, rest-apis, blockchain, immutability, dependency-injection, enterprise-solutions.</p>
<p class="p-0 m-0">[INFO] Tools: postman, google-maps-api, vscode, xcode, git.</p>
<p class="p-0 m-0">[INFO] Soft Skills: mentorship, training, consulting, project-management, customer-success</p>
</aside>
<div class="break-after-page" role="separator" aria-hidden="true"></div>
</article>
</section>
<section role="region" id="Education-and-Certifications">
<h2 class="text-xl font-bold text-primary mb-2 pb-1 pt-1 border-b border-gray-300" id="Education-and-Certifications" role="heading" aria-level="2">Education and Certifications</h2>
<article>
<table class="w-full border-collapse my-2"><thead><tr>
<th class="bg-primary bg-opacity-10 text-primary font-semibold text-left p-1 print:bg-primary print:bg-opacity-10">Credential</th>
<th class="bg-primary bg-opacity-10 text-primary font-semibold text-left p-1 print:bg-primary print:bg-opacity-10">Institution</th>
<th class="bg-primary bg-opacity-10 text-primary font-semibold text-left p-1 print:bg-primary print:bg-opacity-10">Date</th>
</tr></thead><tbody>
<tr>
<td class="border border-gray-200 p-1 text-left" data-field="credential" data-label="Credential">
<span class="ats-visible"> Credential: </span>
AWS AI Practitioner
</td>
<td class="border border-gray-200 p-1 text-left" data-field="institution" data-label="Institution">
<span class="ats-visible"> Institution: </span>
AWS
</td>
<td class="border border-gray-200 p-1 text-left" data-field="date" data-label="Date">
<span class="ats-visible"> Date: </span>
06/2025 - Current
</td>
</tr>
<tr>
<td class="border border-gray-200 p-1 text-left" data-field="credential" data-label="Credential">
<span class="ats-visible"> Credential: </span>
<a href="https://certificates.cs50.io/5ac69b09-e426-40ac-b5e9-552079809a0b.png?size=A4" class="hover:underline" rel="noopener" title="Artificial Intelligence with Python">Artificial Intelligence with Python</a>
</td>
<td class="border border-gray-200 p-1 text-left" data-field="institution" data-label="Institution">
<span class="ats-visible"> Institution: </span>
HarvardX
</td>
<td class="border border-gray-200 p-1 text-left" data-field="date" data-label="Date">
<span class="ats-visible"> Date: </span>
02/2025 - 04/2025
</td>
</tr>
<tr>
<td class="border border-gray-200 p-1 text-left" data-field="credential" data-label="Credential">
<span class="ats-visible"> Credential: </span>
<a href="https://www.myequals.net/sharelink/b5e41928-7654-40e3-b9dc-910688c14a61/568af706-298a-4957-b966-e4216e81adf5" class="hover:underline" rel="noopener" title="Bachelor of Software Engineering (B.SoftEng)">Bachelor of Software Engineering (B.SoftEng)</a>
</td>
<td class="border border-gray-200 p-1 text-left" data-field="institution" data-label="Institution">
<span class="ats-visible"> Institution: </span>
RMIT
</td>
<td class="border border-gray-200 p-1 text-left" data-field="date" data-label="Date">
<span class="ats-visible"> Date: </span>
01/2016 - 06/2021
</td>
</tr>
<tr>
<td class="border border-gray-200 p-1 text-left" data-field="credential" data-label="Credential">
<span class="ats-visible"> Credential: </span>
CCNA4: Certified Network Associate
</td>
<td class="border border-gray-200 p-1 text-left" data-field="institution" data-label="Institution">
<span class="ats-visible"> Institution: </span>
Cisco
</td>
<td class="border border-gray-200 p-1 text-left" data-field="date" data-label="Date">
<span class="ats-visible"> Date: </span>
01/2014 - 06/2014
</td>
</tr>
</tbody></table>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] Degree: Bachelor of Software Engineering 4-year program, with industry placement and capstone group-based software development.</p>
<p class="p-0 m-0">[INFO] Certificate: CCNA4: Certified Network Associate.</p>
<p class="p-0 m-0">[INFO] Certificate: Artificial Intelligence with Python.</p>
</aside>
</article>
</section>
<section role="region" id="Personal-Projects">
<h2 class="text-xl font-bold text-primary mb-2 pb-1 pt-1 border-b border-gray-300" id="Personal-Projects" role="heading" aria-level="2">Personal Projects</h2>
<article>
<p class="my-1">A curious, technical developer, I thrive on solving complex problems through code. With an explorer's mindset, I build using Rust, Go, and AI, focusing on clean architecture and automation. From training AI for terrain simulation to orchestrating home Kubernetes clusters, I dive into the unknown to create and learn.</p>
<h3 class="text-base font-bold text-primary mt-1 mb-1" itemprop="worksFor" itemscope itemtype="https://schema.org/Organization"><span itemprop="name">Selected Projects</span></h3>
<ul class="pl-5 my-2 space-y-1 custom-bullet-list mb-2" role="list"><li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">AI Terrain Modeling:</strong> Trained a U-Net model to generate realistic terrain from Perlin noise for simulations.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Covert AI Agents:</strong> Simulated multi-agent systems used to examine an LLM's capacity to maintain a secret motive.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">ML Crypto Trading:</strong> Gained knowledge of feature engineering, hyper-parameter tuning, and model evaluation.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Crypto Automation:</strong> Built a trading bot to manage Uniswap v3 liquidity pool balancing.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Rust Tooling:</strong> Created a CLI and gRPC backend for secure environment variable management.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Home Kubernetes Cluster:</strong> Operate a home automation and media server on a self-managed Kubernetes cluster.</li>
<li class="mb-1.5 list-item-with-bullet" role="listitem" data-bullet="• "><strong class="font-bold">Terminal LLM CLI:</strong> Developed a Golang CLI AI chatbot with terminal and file system access for developers.</li></ul>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] Programming Languages: python, typescript, rust, go.</p>
<p class="p-0 m-0">[INFO] Libraries: scikit-learn, tensorflow, pytorch, tsfresh, langchain.</p>
<p class="p-0 m-0">[INFO] Tools: ollama, lmstudio, cursor, git, helm, kubernetes, docker.</p>
<p class="p-0 m-0">[INFO] Learnings: LLMs, AI/ML, debugging, agentic-ai, feature-engineering, explainability, prompt-engineering, monorepos.</p>
</aside>
</article>
</section>
<section role="region" id="Outside-of-Work">
<h2 class="text-xl font-bold text-primary mb-2 pb-1 pt-1 border-b border-gray-300" id="Outside-of-Work" role="heading" aria-level="2">Outside of Work</h2>
<article>
<p class="my-1">When I'm not pushing AI into areas it probably shouldn't go or playing mechanic, I'm outdoors camping, 4WDing, or relearning rock climbing. I experiment with cooking, diving into the science of how food affects body and mind. I also enjoy deep chats with my partner about psychology and human behaviour. Whether debugging systems or exploring the human brain, I’m fascinated by what makes things tick.</p>
<aside class="ats-visible">
<p class="p-0 m-0">[INFO] growth-mindset, continuous-learning, curious, problem-solving, data-driven-decisions</p>
</aside>
</article>
</section>
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