About
I have worked on full-stack web and cloud development since 2019. Across startups and nonprofits, I have translated business goals and budgets into requirements, specifications, and architecture, then carried the work through development and operation.
Since 2024 I have focused on building products with generative AI. I led generative AI products as CTO and tech lead at a startup, and founded 0ai Inc. in January 2026 to build and deliver AI-enabled ways of working, including Deprex, which redesigns company operations and organizational structures around AI.
I also delegate in-house development and implementation in client environments to Mipockle, the autonomous development agent I build. I focus on goals and important decisions while the agent handles requirements, implementation, verification, and coordination with teammates.
Mipockle — autonomous development agent
Mipockle carries context from Slack, development tickets, documents, and meetings through requirements, implementation, verification with real data, and coordination with teammates. I design, build, and operate the system that lets it work continuously using Claude Code and Codex.
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Implementation is delegated
I rarely drive the terminal (TUI) myself to implement anything.
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So is upstream communication
The upstream communication that development needs — talking with teammates, confirming specifications — is handled by AI as well. The only part I do myself is attending the actual meetings.
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From meetings to follow-through
Meeting content goes to the AI too, carrying agreements and decision context into later work. It organizes responsibilities and dependencies and moves through clarification, implementation, and handoff.
3,064
pull requests merged across my company's repositories, September–November 9, 2026
1,326
of those, pull requests merged in the development platform's own repository over the same period
Counted from GitHub records as of November 9, 2026, 06:25 JST. Includes feature development, improvements, and memory and configuration updates.
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Understand the work and requirements
Cross-check Slack, tickets, documents, and meetings to identify my responsibilities, agreements, and open questions, then define the change from the goal and expected outcome.
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Design and implementation
Study existing code and specifications, create an issue, pull request, and isolated workspace for each change, and implement with dependencies in mind. An independent reviewer checks important design decisions.
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Verify real data and outputs
Beyond tests, check incomplete input, resuming interrupted work, and actual rendering and output. A reviewer without the authoring conversation checks the result against the expected outcome.
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Coordination and review responses
Within the delegated scope, handle requirements questions, progress updates, deliverable announcements, and review responses in Slack, then continue fixing and verifying from feedback.
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Continuous execution and handoff
Always-on processes check requests and replies and resume work as dependencies clear. For my own products, they handle merge and cleanup; in other teams, they follow the agreed approval and release process.
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Memory and continuous improvement
Retain agreements, decision context, and open questions for later work. Improve procedures from results and feedback, then check the outcomes in subsequent runs.
Experience
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Jan 2026 – Present
0ai Inc.
Founder
- Developing and delivering Deprex to help companies become AI-native by redesigning operations and organizational structures around AI. I use each customer’s business goals, decision criteria, and budget to design, implement, and continuously improve human and AI roles, cross-functional workflows, and the operating environment.
- In clinic marketing, designed autonomous operations spanning production, approvals, publishing, and stakeholder coordination while retaining required human decisions. Implemented ongoing Instagram operations and am gradually extending adoption to YouTube workflow coordination.
- Automated the workflow from Meta advertising data analysis through planning and ad creative production. Also automated video editing, connecting analysis with content production.
- Automated back-office operations with AI, including bookkeeping, labor administration, year-end accounting, and tax filing.
- For a sales outsourcing company, designed and implemented an AI research workflow that prioritizes fit with the offering and the contact’s responsibilities, current information, and supporting evidence. Developing sales lists for informed prospecting and validating the workflow on sample cases.
- Starting with individual workflows, the goal is an organization where AI also supports the planning and progress management of human work. I work alongside customers from discovery through implementation, operation, and redesign, reducing routine instructions and checks concentrated on executives and opening up different choices about staffing, outsourcing, hiring, and growth strategy.
- Designed and developed Envoy, an AI meeting assistant that joins Google Meet through voice or an avatar, with real-time transcription, discussion analysis, contextual information, and spoken responses. It connects company knowledge and task-executing agents to turn meeting requests into research and action, continuing work after the meeting ends.
- Building personal AI assistants that carry context from users’ work and everyday lives into action.
- Designed, built, and operate the autonomous development system behind the company’s own work, connecting requirements, implementation, verification, and ongoing improvement.
Languages & development
PythonTypeScriptJavaScriptNode.jsClaude CodeCodexPiMCPGitHubGitHub ActionsuvpytestVitest
LLMs & image generation
Claude APIOpenAI APIGemini APIGLMKimiJevGroqGPT ImageGrok
Voice & meeting agents
VexaRecall.aiElevenLabsScribeWhisperFish AudioQwen3-TTSPipecatWebRTCWebSocket
Media processing & inference
SeedanceRemotionFFmpegPyAVOpenCVPillowNumPyRapidOCRONNX RuntimeMLXPyTorch
Web & server
ReactAstroViteTailwind CSSThree.jsi18nextFastAPIaiohttpStarletteUvicorn
Cloud, data & authentication
Google Cloud RunGoogle Cloud StorageFirebase AuthenticationFirestoreCloudflare WorkersCloudflare PagesCloudflare AccessCloudflare Durable ObjectsCloudflare KVSQLiteTerraformDockerOAuth 2.0Bitwarden Secrets ManagerAuth0BitwardenGCPFirebaseCloudflare
Business integrations & browser automation
Slack APIGoogle Workspace APIMeta Marketing APIInstagram Graph APIYouTube Data APICanva MCPJina ReaderPlaywrightagent-browserfreeeGoogle AnalyticsMicrosoft ClarityCanvaTwilio
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Oct 2025 – Dec 2026 (planned end)
SaaS company serving the pharmaceutical industry
AI Engineer (contract)
- Designed and implemented an AI agent system for pharmaceutical content production, enabling team-wide operations from web, slide, and video production through client delivery.
- Responsible for AI technology research, prototype validation, and system and API cost estimates, evaluating architectures against production requirements, output quality, and execution costs.
- Implemented recursive revision to meet pharmaceutical compliance requirements. Built a Claude Code-based framework connecting agent design and implementation with evaluation and recursive improvement.
TypeScriptReactRemotionPythonLangGraphLangfuseAWSTerraformHeyGenElevenLabsSeedance
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Mar 2024 – May 2025
Startup
CTO / Tech Lead (full-time; seconded as a director to a subsidiary)
- As CTO and tech lead, helped launch generative AI services for video analysis and automated production, as well as a grief-tech service at a subsidiary. Initially built the web application, APIs, and infrastructure on my own, then led a three-person team as product owner.
- Worked with business executives and frontline users to clarify requirements, issues, and schedules and translate them into a roadmap and priorities. Fed user feedback into planning and handled requirements, specification checks, code reviews, and team task management.
- Selected a serverless-first architecture for the PoC’s budget and workload characteristics, running long or compute-intensive tasks only when needed. Established Terraform and GitHub Actions deployment in two weeks and reduced infrastructure costs to roughly one fifth of an always-on setup.
- Set up prompt management and output validation so non-engineers could participate in refinement. Automated YouTube production and publishing delivered about 300 videos and 350,000 total views in the first three weeks.
PythonFastAPILangChainLangGraphLangSmithNext.jsAWSTerraformGemini API
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Jul 2023 – Mar 2024
Asset management company
Web Engineer (freelance)
- Joined development of a robo-advisor investment service. Delivered changes for regulatory program updates while keeping existing business logic and interface specifications consistent.
- Refactored complex interface architecture to separate business logic from the UI, making ongoing changes easier to maintain.
- Contributed to organizational and development-process improvements that raised team velocity and throughput by about 2.5×. Took turns as Scrum Master and collaborated in English with international teammates.
ReactRecoilAWS AmplifyPythonFastAPI
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Aug 2021 – Aug 2024
Education nonprofit
Engineer (freelance, sole developer)
- Built a new reservation and operations-management system for an education nonprofit as its sole engineer, covering requirements, architecture, implementation, integration testing, and operation.
- Selected serverless and data architectures based on how students and administrators worked, expected traffic, and cost. Built a setup suited to the operating scale and handled environment migration and changes to the data platform.
- Established infrastructure as code for development and production, CI/CD, centralized API specifications, automated testing of critical workflows, and failure alerts, creating a foundation one engineer could continue to develop and operate.
ReactNext.jsPythonFastAPIAWS LambdaDynamoDBServerless FrameworkGitHub Actions
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Apr 2023 – May 2023
Automotive services company
Mobile App Engineer (freelance)
- Worked from requirements and specifications through implementation on a mobile app integrating automotive services. Was subsequently assigned upstream specification work to support the wider team.
- Collaborated closely with decision-makers to clarify the service redesign and requirements, combining them into cross-screen specifications from a UX perspective and refining them until teammates could start implementation.
FlutterFirebase
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Mar 2022 – Mar 2023
Sake e-commerce startup
Full-Stack Engineer (freelance)
- Worked across requirements, UI/UX design, testing, and release for new e-commerce and mobile applications. Communicated directly with decision-makers to turn business needs into concrete specifications.
- Designed and implemented the wider service experience, including peak-traffic handling, localization, and SEO, and handled web, iOS, and Android development and releases.
- Used Google Analytics device data and Microsoft Clarity usage observations to identify target environments and UX issues and inform interface and product-improvement decisions.
- Covered specification decisions and team scheduling when the lead was absent. Proposed knowledge-sharing and retrospective sessions and contributed to better coordination and development practices.
Next.jsShopifyFlutterAWS
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Nov 2021 – Feb 2022
Financial company in Singapore
Web Engineer (freelance)
- Joined a financial trading service in Singapore to improve an existing system, focusing on refactoring, bug fixes, and ongoing maintenance.
- Handled most of a large localization effort independently and implemented access management reflecting user and operator responsibilities.
VuePHPAWS
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Jan 2021 – Oct 2021
Software development agency
Frontend Engineer (freelance)
- Joined the early development of web and mobile applications for parents of students at an online tutoring school, focusing on frontend development.
- Identified gaps in specifications and helped clarify them before implementation. Supported delivery and quality through specification and implementation advice, code reviews, and team task management.
ReactTypeScriptReact Native
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Feb 2019 – Dec 2020
IT company developing its own products
Full-Stack Engineer
- Worked across requirements, UI/UX design, frontend, backend, infrastructure, and testing to launch an in-house RPA product and its web management system.
- Compared language characteristics and performance against the team’s budget and use cases, taking responsibility for technology selection and architecture design.
- Designed access models, communication approaches, and AWS network and data architecture to connect a desktop product with cloud services. Also developed and tested an image-processing AI prototype.
C#WPFReactPythonFlaskAWSMySQL
Skills
AI & agents
Agent platform design (procedures, review, memory, evaluation)Claude CodeCodexLangGraphLangChainLangSmithLangfuseClaude / OpenAI / Gemini APIsSpeech synthesis and video generation APIsPiGLMKimiJevGroqMCPVexaRecall.aiElevenLabsWhisperFish AudioSeedanceGPT ImageGrok
Frontend
TypeScriptReactNext.jsRemotionTailwind CSSFlutterAstroViteThree.jsGoogle AnalyticsMicrosoft Clarity
Backend
Python (FastAPI)Node.jsaiohttpStarletteWebSocketSQLite
Cloud & infrastructure
AWS (Lambda, API Gateway, ECS Fargate, DynamoDB, S3, SQS, CloudFront, Cognito)GCPTerraformServerless FrameworkGitHub ActionsDockerCloudflare Workers / Pages / AccessFirebase / FirestoreGoogle Cloud Run / Cloud StorageBitwarden Secrets ManagerAuth0BitwardenFirebaseCloudflareCanvaTwilio