Experience and Education

AI product, machine learning, software systems, and research experience.

My background combines AI product management, machine learning engineering, software architecture, computer vision, biometrics, and applied AI research.

Profile at a Glance

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Product

AI product strategy, discovery, feasibility, and system execution.

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AI/ML

Applied ML, computer vision, OCR, document AI, and automation.

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Research

Human-centred AI, physiological ML, biometrics, and learning systems.

Current Role

Product Manager

I currently work in product management, focusing on the intersection of user needs, technical feasibility, product strategy, and system execution. My long-term interest is in building AI-enabled systems that are not only technically feasible, but also reliable, usable, and valuable in real-world contexts.

This role strengthens my research interest in human-centred AI evaluation, adaptive systems, and the deployment challenges of AI products.

Previous Experience

Application Architect — Bank BRI

Worked on enterprise-scale application architecture and feasibility studies, including content and storage platform strategy, scalability assessment, and technology alignment.

AI Engineer — LexDigi

Built AI-driven document review and legal-tech automation systems, including backend APIs, AI assets, and applied machine learning workflows.

Computer Vision Engineer — Fairtech

Developed OCR, extraction, and verification tools for identity-related computer vision applications.

Computer Vision Researcher — SweetEscape

Worked on image quality assessment, including blur and blink detection systems for photography workflows.

Research Assistant — Tokyo Institute of Technology

Conducted research related to biometric authentication and FIDO 2.0 integration for mobile authentication.

Education

University of New South Wales

Master of Information Technology, Artificial Intelligence Specialisation

Tokyo Institute of Technology

Research Exchange Program, Imaging Science and Engineering Research Centre

Bandung Institute of Technology

Bachelor of Engineering, Electrical Engineering