Available for work

Builder. Engineer. Founder.

Co-founder & CTO of Grid. Previously co-founded Subitt. I build products that are purposeful, precise, and people-first.

RoleCo-Founder & CTO
CompanyGrid
EducationBYU-Idaho
DegreeCS + Finance
Based inUtah, USA
Aoi Kuriki
2Startups Founded
5+Years Building
JP → USTokyo → Utah
About Me

From Tokyo to Silicon Slopes

I grew up in Tokyo, Japan, a city that taught me to find beauty in precision and meaning in the details. In 2020, I made the leap to the United States to study at BYU-Idaho, chasing a degree in Computer Science with a Finance certificate tucked alongside it.

College wasn't just about coursework. It was where I discovered that the most interesting problems sit at the intersection of technology and people. That conviction led me to co-found Subitt in 2023: a startup born from a genuine frustration and built with a small team that cared deeply about what we were making.

In 2025, that same drive pushed me to start Grid. Each venture has taught me something the classroom couldn't: that building something real, with real stakes, is the fastest way to grow.

Today I sit at the overlap of engineering and leadership: writing code, making product decisions, and learning every single day. I build things that are purposeful, precise, and people-first.

2020Moved to the USA · BYU-Idaho
2023Co-founded Subitt
2024CS + Finance degree
2025Founded Grid

Where I've Been

Scentsy, Inc.Direct-sales company · Meridian, Idaho
Apr 2026 - Present

AI Specialist

I drive enterprise AI adoption at Scentsy, combining hands-on engineering with strategy. I evaluate and architect AI platforms, build agents and automated workflows on AWS and Microsoft 365, and modernize the software development life cycle with AI-assisted intake, QA, and governance, always keeping humans in the loop for risk, security, and quality decisions.

Enterprise Agentic AI Platform

Core strength
  • Evaluated Microsoft Copilot, Claude, Amazon Quick, Amazon Bedrock, AgentCore, and MCP, and delivered architecture, cost, security, and rollout recommendations. Helped shape a scalable supervisor-and-specialist agent architecture.
  • Built a shared AWS backend for AI tools (Lambda, API Gateway, IAM, SSM) with environment-specific deployment, including a Bedrock-based model-picker proof of concept.
  • Built and demoed a business-data agent on Amazon Quick, grounded in authorized sales, marketing, order, and inventory data with tiered access controls.

AI-Assisted SDLC & Quality Assurance

  • AI Project Intake Agent: interviews requestors, structures requirements, scores value, cost, risk, and data sensitivity, generates a one-page project brief, and routes approvals through SharePoint, Power Automate, and Jira.
  • AI-assisted QA: reads Jira tickets, checks requirement readiness, generates structured test plans, and runs Playwright browser tests, capturing logs and screenshots as evidence.
  • Automated Jira deployment audits that interpret deployment labels and branch-cut rules and document deployment evidence.
  • Created SDLC lifecycle maps, tracking workbooks, and leadership workshop materials covering definition through maintenance.

Data, Cloud & Workflow Automation

  • Email Segment Builder: an end-to-end customer segmentation pipeline using SQL Server stored procedures and data-warehouse data, AWS Lambda, S3 presigned uploads, and the Customer.io import API.
  • Built SQL Server and SSIS data solutions and AWS deployments (Lambda, CloudFormation, S3, SSM).
  • Automated translation intake and delivery across Microsoft 365, SharePoint, Teams, and Airtable with Power Automate.
Also
  • SEO & Generative Engine Optimization (GEO): enabled AI crawler access, improved structured data and machine-readable product and FAQ content, and built executive visibility reporting.
  • Application modernization: analyzed a legacy consultant back-office application and built an HTML prototype of a modern storefront experience.
ClaudeAmazon BedrockAWSMCPPower AutomateJiraPlaywrightSQL Server
SiteSniperHackathon Project
2026

Builder

The Operator Award, Podium AI Hackathon 2026
SiteSniper automated LP refactoring pipeline
  • Built a fully automated website refactoring sales pipeline with zero human touchpoints from discovery to outreach.
  • The system scrapes target websites, assesses design and copy quality, analyzes the data with AI, builds a brand-new landing page, deploys it live, then sends a cold email to the business owner, all autonomously via n8n.
  • Leveraged Claude API for intelligent quality assessment and content generation, with n8n orchestrating the end-to-end workflow across scraping, building, deployment, and email delivery.
HackathonClaude APIn8nNext.jsAutomation
OrbitPersonal Project · AI learning
Feb 2026 - Present

Solo Development

  • Orbit is a cognitive engine that transforms founder intuition into structured, evidence-backed decisions before a single line of code is written.
  • It maps assumptions, forces systematic validation, and blocks execution until the evidence exists, replacing the illusion of progress with real learning velocity.
  • Orbit helps founders move faster by helping them move in the right direction.
ValidationFounder ToolsClaude Sonnet, Haiku
GridStartup · Full-time
May 2025 - Present

Co-Founder & CTO

  • Founded a 3D print business and developed an AI chatbot to conceptualize exactly what customers want, then build and ship it directly to them.
  • Identified demand from other business owners wanting the chatbot, so rebuilt it as a dynamic, objective-driven, shareable AI chatbot platform.
  • Built a network of 3D modelers across the US to collaborate on personalized items, partnering with other 3D print services nationwide to utilize their free machine time and reduce shipping costs for customers.
Next.jsAI/LLMFirebase3D PrintingProductStripe
Subitt LLCStartup · Full-time
Oct 2022 - Apr 2025

Co-founder · COO / CTO

International Entrepreneurship Challenge (IEC) Winner 2024
Subitt team
Subitt win day
  • Co-founded a subscription management platform helping small businesses build repeatable revenue and customer loyalty through simple, scalable tools.
  • Managed 100+ interns and developers across 10 countries, leading all engineering workflows using Agile methodology.
  • Owned the full technical stack as CTO (architecture, sprint planning, code reviews, and product roadmap) while operating as COO to align business and engineering goals.
ReactNode.jsAgileLeadershipTypeScriptMapBox
BYU-IdahoPart-time · Academic
Sep 2022 - Mar 2023

Teaching Assistant, CS Data Structures

  • Supported students in understanding core data structures including arrays, linked lists, trees, and graphs.
  • Held office hours, graded assignments, and provided targeted feedback to improve student comprehension and performance.
PythonData StructuresMentoring
BYU-IdahoPart-time · Academic
Sep 2021 - Sep 2022

Teaching Assistant, English

  • Assisted international and domestic students with English writing, grammar, and academic composition.
  • Provided one-on-one tutoring sessions and detailed written feedback on essays and assignments.
CommunicationTutoringEnglish

Recognition

Highlights from competitions and entrepreneurship programs.

  • 1st Place, Technology Category

    International Entrepreneurship Challenge (IEC)

    2024
  • Special Recognition Award

    Trolley House

    2024
  • Golden Ticket

    Boise Entrepreneurship Week (BEW) 2024

    2024

What I Work With

From SDLC and AI agents to cloud infrastructure and pixel-level CSS.

  • Core
  • Proficient
  • Familiar

AI Tools & Platforms

Models, assistants, and agent platforms I build on

Claude / Claude APIAmazon QuickAmazon BedrockChatGPT / GPT APIMCP (Model Context Protocol)Microsoft CopilotCopilot StudioAWS AgentCoreAtlassian Rovo

AI Engineering

Designing agents that are useful, grounded, and governed

Agent architecturePrompt & instruction designHuman-in-the-loop designRetrieval-grounded (RAG) agentsAgent tools & actionsAI evaluation & accuracy controlsAI cost & licensing analysisAI adoption strategy

Software Development

Languages, backend frameworks, and tooling

Node.jsPythonC# / .NETRazorRuby on RailsC++API integrationPlaywrightGitCI/CDDocker

Frontend

UI layer, from markup to interactive experiences

HTMLCSSSassJavaScriptTypeScriptReact.jsNext.jsFront-end prototypingReact NativeExpoMapBoxp5.jsSpline 3D

Cloud

AWS services, plus the platforms I ship side projects on

AWS LambdaFirebaseAPI GatewayAmazon S3IAMSSM Parameter StoreCloudFormationAmazon AthenaAWS GlueAmazon QuickSightVPC / Security GroupsSupabaseCloudflareHeroku

Data Engineering & Analytics

Warehouses, pipelines, and the metrics on top

SQL ServerStored proceduresSSMSSSISETLData Warehouse (star schema)PostgresCustomer segmentationDashboards & business metricsSAP

Automation & Integration

Connecting systems so work moves without hand-offs

Power Automaten8nSharePointMicrosoft TeamsJiraConfluenceREST APIsWebhooksApproval workflowsCustomer.io APIAirtable

Web & Discoverability

Making content findable by search engines and AI

Technical SEOGEO (Generative Engine Optimization)Structured data / Schema markupMetadata & content architecture

Business & Finance

Financial analysis and spreadsheet tooling

Balance SheetExcel Macro

Soft Skills

Interview-validated strengths from real-world leadership

Logical ThinkingProblem SolvingLeadershipTeam ManagementCross-cultural CommunicationMentoring

Languages

Human languages that bridge cultures and contexts

JapaneseNativeEnglishFluent

Things I've Built

A mix of startups, experiments, and products. Each one a real thing shipped into the world.

Subitt thumbnail

Subitt

Web Platform
Unavailable

Subscription management platform helping small businesses build repeatable revenue and customer loyalty through simple, customizable tools.

ReactNext.jsSass
Subitt thumbnail

Subitt

Mobile App
Unavailable

Native mobile companion to the Subitt platform, for subscription management and customer engagement on the go.

React NativeExpoMapBox
Ibis thumbnail

Ibis

Landing Page
Live

A visually immersive landing page for an early-stage venture, built with 3D web elements and generative visuals. The business didn't take off, but the site still lives.

Next.jsSpline 3Dp5.js
Grid thumbnail

Grid

AI + 3D Print Platform
Live

AI chatbot that conceptualizes what customers want, connects with a nationwide network of 3D printers to manufacture it, and ships directly, minimizing cost and turnaround.

Next.jsFirebaseChatGPT API
Orbit thumbnail

Orbit

Founder cognition engine
Live

Forces evidence-backed decisions before resources are committed: exposing blind spots, stress-testing assumptions, and accelerating how fast founders learn from reality. Orbit kills illusion, not ambition.

Next.jsSupabasePostgresClaude API

Playground
Art Gallery thumbnail

Art Gallery

Public Domain Art Gallery
Live

Displays public domain artwork organized by era. Built as a playground to test Antigravity, a new framework I was curious about.

Next.jsAntigravity

Let's Work Together

Have a project in mind, want to collaborate, or just want to say hello? I'd love to hear from you.

Or reach me directly at[email protected]