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友田 陽大

Services

Services

Legacy-industry DX with a modern stack. TypeScript + Python + AWS + generative AI, delivered end to end — from architecture to infrastructure

SaaS / industry DX (transforming legacy industries)

METI Minister's Award–winning product

Turn phone/fax/Excel workflows into modern B2B SaaS. End to end from architecture to infrastructure with TypeScript (React/Next.js) + Python (Flask), AWS Cognito authn/authz, and SQL/NoSQL database design (via ORM).

What's included

  • Frontend — TypeScript (React / Next.js)

    App Router, Server Components, type safety with Zod. UI/UX that on-site staff can use without friction.

  • Backend — Python (Flask + SQLAlchemy)

    Heavy parallel batch jobs (PDF/Excel generation), complex business logic, and SQL-injection protection via the ORM.

  • Authn/authz — rigorous AWS Cognito design

    Per-attribute page- and API-level authorization separation, asset protection with signed URLs.

  • Database — SQL and NoSQL, used deliberately

    RDS + ORM for transaction-heavy work, DynamoDB for scale — designed around the trade-offs of each.

  • Security — OWASP Top 10 coverage

    Double validation with Zod + Marshmallow, vulnerability testing with OWASP ZAP, dependency scanning in CI.

  • Infrastructure — reproducible config with Terraform (IaC)

    ECS/Fargate, RDS, CloudFront, SES, and ALB all managed as code. Zero environment drift.

Related work:View case study
legacy industry DX
SaaS development
Python Flask
TypeScript Next.js
AWS Cognito
Terraform
B2B SaaS

Fast MVP & serverless development

Minimal cost, maximum speed

Serverless architecture on AWS Lambda, DynamoDB, and API Gateway — zero infrastructure overhead, pay-per-use, and fast MVP delivery. Ideal for the idea-validation phase.

What's included

  • Fast APIs on AWS Lambda (Node.js / Python)

    No server management, auto-scaling, request-based billing. Cold-start mitigation included.

  • Scalable NoSQL with DynamoDB

    Single-digit-ms responses, unlimited scale, global tables, optimized partition design.

  • Secure APIs with API Gateway + Cognito

    JWT auth, custom authorizers, API keys, rate limiting (throttling).

  • Terraform (IaC) + GitHub Actions CI/CD

    Auto-deploy on PR merge, fully separated environments, blue-green incremental migration.

  • Cost optimization

    In the low-traffic early phase, production can run for a few hundred to a few thousand yen a month.

serverless
AWS Lambda
DynamoDB
API Gateway
Terraform
fast MVP
cost optimization

Modern & AI development (generative AI, cloud-native)

Claude Code × generative AI

RAG systems and AI chatbots powered by generative AI (AWS Bedrock, Claude API). Ultra-fast development with Claude Code delivers 2–3× the usual productivity.

What's included

  • RAG systems with AWS Bedrock / Claude / GPT

    Vector search with pgvector and Pinecone. Embeddings + LLM deliver 90%+ accuracy in responses.

  • Ultra-fast development with Claude Code

    AI pair programming automates code generation, refactoring, and test authoring.

  • Cloud-native design (ECS/Fargate, Vercel)

    Container-based backend, edge-delivered frontend, all managed with Terraform IaC.

  • Full-stack TypeScript + Python

    Fast UX with the Next.js App Router; AI processing and data pipelines in Python (FastAPI/Flask).

  • Voice AI & internationalization

    Whisper (transcription), Amazon Polly (speech synthesis), and next-i18next for global rollout.

Related work:View case study
generative AI
Claude Code
RAG
AWS Bedrock
cloud-native
ECS
Vercel
AI development

Technical advisor / fractional CTO

Monthly retainer

Tech selection, architecture design, code review, hiring support, and development-process improvement. Experienced technical leadership for your engineering organization.

What's included

  • Tech selection & architecture review

    Technology choices with explicit trade-offs; architecture design support that weighs extensibility and maintainability.

  • Code review & pair programming

    PR reviews, design reviews, and leveling up the team. Catch anti-patterns and instill design principles.

  • Security audit & compliance support

    Audits through an OWASP Top 10 lens; organizing the authn/authz and security requirements B2B SaaS needs.

  • Development process & CI/CD improvement

    Faster GitHub Actions, test strategy, deploy strategy, rollback design.

  • Hiring support & technical interviews

    Acting as a technical interviewer, authoring coding challenges, and job-description design support.

technical advisor
fractional CTO
architecture review
code review
hiring support

Enterprise SSO / IdP integration & auth migration

B2B / Enterprise

Federate customer IdPs — Azure AD / Entra ID, Okta, Google — over SAML/OIDC. Multi-tenant token design, passwordless (passkeys/OTP), and migration off existing password auth. I support you from the in-house-Cognito vs. specialist-SaaS (Auth0/WorkOS) decision onward.

What's included

  • SAML / OIDC IdP integration

    Azure AD / Entra ID, Okta, Google, generic OIDC. Host multiple IdPs in one user pool and switch per customer.

  • Multi-tenant token design

    Inject tenant_id into the access token with Pre Token Generation V2.0 and use it consistently in backend authorization.

  • JWT verification & authorization review (RS256)

    Verify iss/aud/client_id/token_use with aws-jwt-verify, through to detecting tenant-boundary crossing on issued tokens.

  • In-house Cognito vs. specialist SaaS decision

    Decide between in-house Cognito and Auth0/WorkOS by cost at scale, AWS affinity, SCIM need, and team.

  • Passwordless authentication design

    A hybrid of USER_AUTH (passkeys/OTP) and federation, switching methods on the login screen.

Related work:View case study
enterprise SSO
SAML
OIDC
AWS Cognito
Azure AD
Okta
multi-tenant
auth migration

Not sure which service fits? Let's talk.

I'll learn your requirements, budget, and timeline, then recommend the engagement model that fits best.