{"$schema":"https://raw.githubusercontent.com/jsonresume/resume-schema/v1.0.0/schema.json","basics":{"name":"Matthew B.","label":"AI Platform Software Engineer","image":"https://saywise-production-profilepicturestoragebucket-kbfooccc.s3.amazonaws.com/profile-pictures/af89f132-935e-41e8-8dc4-e323cbab5408/linkedin-1791289297749.png","summary":"Full-stack engineer with 7+ years building production AI platforms, including Sitemate's Storm (10,000+ companies) and LRQA's EiQ One. Specializes in agentic systems, GenAI, and end-to-end platform ownership. Also just a husband and future dad trying to provide the best for his family.","location":{"city":"Melbourne, Australia"},"profiles":[{"network":"LinkedIn","username":"matthewbilo","url":"https://linkedin.com/in/matthewbilo"},{"network":"GitHub","username":"mpsb","url":"http://github.com/mpsb"},{"network":"Website","username":"mattbilo.com","url":"http://mattbilo.com"}]},"meta":{"canonical":"https://saywise.com/member2531","version":"v1.0.0","lastModified":"2026-10-06T12:29:41.774Z"},"x_saywise":{"handle":"member2531","pronouns":null,"availability":null,"oneLiner":"Full-stack engineer with 7+ years building production AI platforms, including Sitemate's Storm (10,000+ companies) and LRQA's EiQ One. Specializes in agentic systems, GenAI, and end-to-end platform ownership. Also just a husband and future dad trying to provide the best for his family.","profileUrl":"https://saywise.com/member2531","markdownUrl":"https://saywise.com/member2531/profile.md","pdfUrl":"https://saywise.com/member2531/resume.pdf","archetype":{"code":"HS-MG","name":"Launchpad Trailblazer","url":"https://saywise.com/sca/82c373efa54d","rarity":"One of the first Launchpad Trailblazers on Saywise"},"aiStack":[{"name":"Claude","description":null,"url":"https://claude.ai","storyCount":0}]},"work":[{"name":"City of Melbourne","position":"Entrepreneur","location":"Melbourne, VIC","url":"https://melbourne.vic.gov.au","startDate":"2026-05-01","endDate":"2026-06-01","summary":"Selected into the 2026 Melbourne Migrapreneurs cohort, a City of Melbourne startup program delivered with Catalysr and Arctic 90 for migrant, refugee and international-student founders building in Melbourne. Comprises of eight weekly masterclasses at Stone & Chalk Melbourne, fortnightly 1:1 coaching with the Catalysr team, and the national Catalysr community of 1,000+ migrapreneurs and mentors."},{"name":"Sitemate","position":"Full Stack Engineer, AI Platform","location":"Melbourne, VIC","url":"https://sitemate.com","startDate":"2026-01-01","summary":"Owns frontend architecture and integration for Storm, Sitemate's agentic AI platform serving 10,000+ companies. Shipped new agent capabilities end-to-end including document and video analysis. Led a refactor of the agent event contract across 3 teams and reduced new-engineer ramp-up to one day through documentation and onboarding videos."},{"name":"LRQA","position":"Full Stack Developer","location":"Hong Kong SAR","url":"https://lrqa.com","startDate":"2024-09-01","endDate":"2025-12-01","summary":"Shipped a GenAI MVP (EiQ One, an AI chatbot over supply chain data) in 1 month with a 4-person team. Developed and optimized data flows handling 85M+ data points with error rates below 0.5% per 1M requests. Raised test coverage on EiQ to 80% through structured testing, feeding findings into product decisions."},{"name":"Cognex","position":"Founder & Lead Software Engineer","location":"Hong Kong SAR","url":"https://cognex.io","startDate":"2024-03-01","endDate":"2025-02-01","summary":"Founded an independent software consultancy and built full-stack English test-preparation software in Golang. Ran all company operations as founder."},{"name":"The OK Trade Organisation","position":"Lead Software Engineer (Frontend)","location":"Hong Kong SAR","url":"https://oktrade.org","startDate":"2022-12-01","endDate":"2024-04-01","summary":"Developed and maintained an AI-powered supply chain SaaS platform. Helped push the company past break-even for the first time in June 2023 by working directly with UX and sales. Managed and mentored a junior frontend engineer through technical design and code reviews. Led development of object-detection software for a HK$500k construction project using Python and YOLOv8."},{"name":"Hong Kong International School","position":"Analyst Programmer","location":"Hong Kong","url":"https://hkis.edu.hk","startDate":"2020-01-01","endDate":"2021-01-01","summary":"Cut admissions invoice upload time 80% with a PHP web app and automated daily uploads for another 40% improvement using Python and Selenium. Managed the school's MS SQL Server database (~100k records) and handled 800+ IT tickets for web apps."},{"name":"Xccelerate","position":"Data Science Instructional Associate","location":"Hong Kong SAR","url":"https://xccelerate.co","startDate":"2019-07-01","endDate":"2022-12-01","summary":"Built and maintained Xccelerate's platforms and website (React, Gatsby, Next.js, GraphQL, NestJS, AWS) supporting 470k pageviews and 173k unique visitors tied to HK$9.1m B2C revenue. Taught Python and data science to ~260 students across workshops and immersive courses, generating HK$2.49m in revenue."},{"name":"Hospital Authority (HA) (IT)","position":"Placement Programmer (Part-time)","location":"Hong Kong SAR","url":"https://ha.org.hk","startDate":"2017-07-01","endDate":"2018-07-01","summary":"Built a query tool for HA's Oracle database used by the ~10-person IT support team. Designed the intranet UI serving ~700 employees."}],"education":[{"institution":"UC San Diego Extension","studyType":"Non-degree in Computer Science","startDate":"2020-11-01","endDate":"2021-03-01"},{"institution":"University of Pittsburgh","studyType":"Non-degree in Mathematics","startDate":"2020-11-01","endDate":"2021-03-01"},{"institution":"City University of Hong Kong","studyType":"Bachelor of Science (B.Sc.) in Computer Science (Data Science Stream)","startDate":"2015-09-01","endDate":"2019-07-01"}],"skills":[{"name":"Entrepreneurship Education"},{"name":"Entrepreneurship"},{"name":"Business Ownership"},{"name":"AI Product Development"},{"name":"ESG and Compliance Technology"},{"name":"Angular"},{"name":"Full-Stack Development"},{"name":"Software Architecture"},{"name":"Google Cloud Platform (GCP)"},{"name":"Htmx"},{"name":"Next.js"},{"name":"PostgreSQL"},{"name":"TypeScript"},{"name":"Data Engineering"},{"name":"Cloud Infrastructure"},{"name":"Application Programming Interfaces (API)"},{"name":"Manual Testing"},{"name":"Automated Software Testing"},{"name":"Software Testing"},{"name":"Microsoft Azure"},{"name":"Go (Programming Language)"},{"name":"Front-End Development"},{"name":"Responsive Web Design"},{"name":"Artificial Intelligence (AI)"},{"name":"MongoDB"},{"name":"Amazon Web Services (AWS)"},{"name":"Semantic HTML"},{"name":"Django"},{"name":"Python (Programming Language)"},{"name":"Machine Learning"},{"name":"SQL"},{"name":"Data Analysis"},{"name":"Analytics"},{"name":"Data Science"},{"name":"Algorithms"},{"name":"Data Structures"},{"name":"Computer Science"},{"name":"Jupyter"},{"name":"JavaScript"},{"name":"Java"},{"name":"HTML"},{"name":"CSS"},{"name":"Flutter"},{"name":"Databases"},{"name":"Management"},{"name":"Web Scraping"},{"name":"Dart"},{"name":"React.js"},{"name":"Node.js"},{"name":"HTML5"}],"certificates":[{"name":"MongoDB Node.js Developer Path","date":"2022-11-01","issuer":"MongoDB"},{"name":"UX Design Foundations","date":"2022-07-01","issuer":"Uxcel"},{"name":"The Ultimate MySQL Bootcamp: Go from SQL Beginner to Expert","date":"2021-04-01","issuer":"Udemy"},{"name":"Young Executive","issuer":"AustCham Hong Kong"},{"name":"Associate Member","issuer":"ACS (Australian Computer Society)"},{"name":"Professional Member","issuer":"ACM, Association for Computing Machinery"}]}