hi, i'm rein.
I'm a software engineer with 9 yrs of experience in front-end engineering, now expanding into backend, full-stack, and applied AI development.
My primary focus is Applied AI Engineering, particularly designing and building reliable AI agents and systems, with an interest in orchestration, evaluations, and system design.
A habit of mine is maintaining a study routine and making small but consistent progress on both personal and work projects. Seeing those efforts pay off over time is especially rewarding.
I also love brainstorming ideas through voice conversations with AI, exploring different approaches, thinking through design trade-offs, and turning ideas into practical systems and workflows.
Outside of tech, I enjoy simple things like spending time with friends, catching a movie solo, shopping, or exploring new cities and finding fun experiences to try.
Seattle, Washington · Software Engineer · Front-End Experience · Full-Stack & Applied AI Focus
featured projects
A hackathon project that uses three specialized AI agents to monitor e-commerce performance, diagnose issues, and recommend actionable steps.
A CLI-based multi-agent decision-support system that helps turn product data and research into actionable experiments and learning.
engineering foundations & continuous learning
Building toward applied AI engineering through structured study, hands-on development, and software engineering fundamentals.
Interview Kickstart
Structured technical education
Front-end engineering and applied agentic AI coursework, with a focus on data structures, algorithms, and system design.
Model Context Protocol Associate (MCPA)
Linux Foundation · Certification preparation in progress
Studying MCP architecture, client-server interactions, security, and trust boundaries.
Independent Engineering Study
Ongoing
Distributed systems, backend engineering, system design, and evaluation-driven agent development.
community involvement
Agentic AI Foundation (AAIF)
2026 – presentTechnical Working Group Participant · Linux Foundation
Attend public technical working-group meetings to learn how agentic AI standards, interoperability guidance, and community proposals are developed.
About AAIF