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I am a researcher and software engineer specializing in AI for IT operations (AIOps). I focus on building AI-driven systems that improve the security and resilience of web applications in large, interconnected environments like AWS. My work includes real-time anomaly detection with AWS CloudWatch, ML-based log interpretation, and DRL-driven remediation policies to predict and mitigate outages. Beyond research, I develop cloud-enabled web solutions and mentor students in software development. I have hands-on experience building WordPress-based sites, implementing e-commerce with WooCommerce and Stripe, and deploying AWS-based monitoring and CI/CD pipelines. I enjoy collaborating across teams to turn complex data and infrastructure challenges into reliable, scalable solutions.…I am a researcher and software engineer specializing in AI for IT operations (AIOps). I focus on building AI-driven systems that improve the security and resilience of web applications in large, interconnected environments like AWS. My work includes real-time anomaly detection with AWS CloudWatch, ML-based log interpretation, and DRL-driven remediation policies to predict and mitigate outages. Beyond research, I develop cloud-enabled web solutions and mentor students in software development. I have hands-on experience building WordPress-based sites, implementing e-commerce with WooCommerce and Stripe, and deploying AWS-based monitoring and CI/CD pipelines. I enjoy collaborating across teams to turn complex data and infrastructure challenges into reliable, scalable solutions.

Yumin Park

Full Stack Developer, Web Developer, Front-End Developer, +3

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I am a researcher and software engineer specializing in AI for IT operations (AIOps). I focus on building AI-driven systems that improve the security and resilience of web applications in large, interconnected environments like AWS. My work includes real-time anomaly detection with AWS CloudWatch, ML-based log interpretation, and DRL-driven remediation policies to predict and mitigate outages. Beyond research, I develop cloud-enabled web solutions and mentor students in software development. I have hands-on experience building WordPress-based sites, implementing e-commerce with WooCommerce and Stripe, and deploying AWS-based monitoring and CI/CD pipelines. I enjoy collaborating across teams to turn complex data and infrastructure challenges into reliable, scalable solutions.…I am a researcher and software engineer specializing in AI for IT operations (AIOps). I focus on building AI-driven systems that improve the security and resilience of web applications in large, interconnected environments like AWS. My work includes real-time anomaly detection with AWS CloudWatch, ML-based log interpretation, and DRL-driven remediation policies to predict and mitigate outages. Beyond research, I develop cloud-enabled web solutions and mentor students in software development. I have hands-on experience building WordPress-based sites, implementing e-commerce with WooCommerce and Stripe, and deploying AWS-based monitoring and CI/CD pipelines. I enjoy collaborating across teams to turn complex data and infrastructure challenges into reliable, scalable solutions.

Available to hire

I am a researcher and software engineer specializing in AI for IT operations (AIOps). I focus on building AI-driven systems that improve the security and resilience of web applications in large, interconnected environments like AWS. My work includes real-time anomaly detection with AWS CloudWatch, ML-based log interpretation, and DRL-driven remediation policies to predict and mitigate outages.

Beyond research, I develop cloud-enabled web solutions and mentor students in software development. I have hands-on experience building WordPress-based sites, implementing e-commerce with WooCommerce and Stripe, and deploying AWS-based monitoring and CI/CD pipelines. I enjoy collaborating across teams to turn complex data and infrastructure challenges into reliable, scalable solutions.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Student Mentor / Learning Advisor at Swinburne University of Technology

November 20, 2024 - September 13, 2025

Representing the university at events, open days, and outreach programs to attract and engage prospective students; mentoring peers by providing academic and personal guidance; fostering an inclusive campus environment; collaborating with university staff and student groups to promote initiatives and improve the student experience; communicating effectively with diverse audiences.

Full-Stack Developer at Pioneer Websites

July 1, 2023 - Present

Designing and deploying custom WordPress themes and plugins, integrating WooCommerce and Stripe APIs for enhanced functionality and secure e-commerce solutions. Managing hosting server configurations and DNS setup/migration to ensure reliable performance. Building responsive interfaces using SCSS and JavaScript, with strong front-end and back-end development skills. Utilizing GitHub for version control, ensuring efficient and collaborative workflows. Conducting cross-browser testing and debugging to deliver flawless, high-quality deployments. Collaborating effectively with teams, communicating clearly to align technical solutions with project goals.

Full-stack Developer at Pioneer Websites Hosting & SEO Pty Ltd

July 1, 2023 - Present

Designed and deployed custom WordPress themes and plugins; integrated WooCommerce and Stripe API for secure e-commerce; managed hosting server configurations and DNS migrations; built responsive interfaces using SCSS and JavaScript; utilized GitHub for version control; performed cross-browser testing and debugging; collaborated with teams to align technical solutions with project goals.

Mentor | Learning Advisor at Swinburne University of Technology

December 31, 2025 - September 13, 2025

Spent two semesters mentoring groups in Software Development with Web Application course; represented the university at events; provided regular student support via Zoom and Slack, hosted tutorials and one-on-one sessions; offered academic and personal guidance and collaborated with staff to enhance the student experience.