[GKB]
[00] IDENTITY

TECHNOLOGY.CRAFT.BEAUTY.

Complex problems → Scalable solutions_

$ stack --list
React · Django · Postgres · LLMs · AWS
Philosophy
技・巧・美
Core Principles

INTENTIONAL.FLEXIBLE.BEAUTIFUL.

[01]

ARCHITECTURE

High-Level Thinking

Solutions architecture mindset. Think outside the box, within the problem. Experience designing complex systems that scale.

System DesignScalabilityTrade-offs
[02]

EXECUTION

Practical Delivery

Perfectionist who ships. Proven track record with 90% QA reduction and multi-layer optimization. AWS certified, production-tested.

90% QA ReductionAWS CertifiedProduction
[03]

VERSATILITY

Full Stack

Django + React + LLMs. Backend optimization specialist. Team leadership and mentorship experience across the entire stack.

FrontendBackendAI/ML
[01]
Capabilities

WHAT WE DO

$ gkb develop

APPLICATION DEVELOPMENT

End-to-end application development with modern frameworks and best practices.

--react--django--typescript
$ gkb architect

SYSTEM ARCHITECTURE

System design that scales and evolves with your business needs.

--microservices--event-driven--cloud-native
$ gkb optimize

PERFORMANCE

Multi-layered caching, microservices, and performance tuning for production systems.

--redis--postgres--profiling
$ gkb ai

AI/ML INTEGRATION

Practical AI/ML implementation for real-world applications and workflows.

--llm--rag--fine-tuning
$ gkb lead

TECHNICAL LEADERSHIP

Technical mentorship and agile development practices to elevate your team.

--mentorship--architecture--review
$ gkb test

QA AUTOMATION

Automated frameworks that reduce manual overhead and increase reliability.

--pytest--e2e--ci-cd
[02]
Methodology

HOW WE WORK

01
$ gkb init

UNDERSTAND

Deep dive into your problem space, constraints, and goals. We ask the right questions to ensure alignment from day one.

> analyzing requirements...
02
$ gkb design

ARCHITECT

Design elegant solutions with scalability and maintainability in mind. Every decision documented, every trade-off considered.

> generating blueprints...
03
$ gkb build

DELIVER

Iterative development with transparency and constant communication. You see progress daily, not just at the finish line.

> compiling solution...
04
$ gkb deploy

OPTIMIZE

Continuous improvement, performance tuning, and knowledge transfer. We leave your team better than we found it.

> optimizing performance...
✓ Process complete. Ready for deployment.
[03]
Case Studies

RECENT PROJECTS

ID:PRJ-001

GENETICALLY PERSONALIZED HEALTH MCP

First-to-market Model Context Protocol server enabling AI assistants to deliver genetically personalized health analysis — synthesizing DNA variants, lab markers, and lifestyle data across 6 tools and 59+ health topics with multi-lens exploration.

TECH:
MCPPythonAI/Health
METRICS:1stto market
YEAR:2025
ID:PRJ-002

UNIFIED TESTING FRAMEWORK

Reduced API manual QA by 90% by enabling the same tests to run as production integration tests and low-boilerplate pytests for local development.

TECH:
PythonpytestCI/CD
METRICS:90%QA overhead
YEAR:2025
ID:PRJ-003

LLM-BASED OCR PIPELINE

Event-driven lab marker OCR pipeline that outperformed AWS Textract at equivalent cost with continuous accuracy improvements via LLM feedback loop.

TECH:
LLMAWSPython
METRICS:>Textractaccuracy
YEAR:2024
ID:PRJ-004

REAL-TIME SEARCH ENGINE

ElasticSearch-based engine indexing 100+M documents from multiple microservices with complex querying support.

TECH:
ElasticSearchMicroservicesRedis
METRICS:100M+documents
YEAR:2023
ID:PRJ-005

BACKEND OPTIMIZATION

Redis caching, reader-writer db router, and query optimization saving hours of database computation daily.

TECH:
RedisPostgreSQLDjango
METRICS:hoursdaily compute
YEAR:2023
ID:PRJ-006

REACT PERFORMANCE SUITE

Company-wide React practices, tools and hooks reducing time to first meaningful paint by 3+ seconds.

TECH:
ReactTypeScriptProfiling
METRICS:-3sTTFMP
YEAR:2022
ID:PRJ-007

REPORT GENERATION PIPELINE

Optimized pipeline handling 100k+ daily generation peaks, successfully processing millions of reports.

TECH:
PythonCeleryAWS
METRICS:100k+daily peak
YEAR:2022
// All projects under NDA7 records
[04]
Connect
contact.sh
$ gkb contact --init

LET'S BUILD SOMETHING

BEAUTIFUL_
> Ready to start a new project.
> Accepting inquiries for Q2 2026.
→GET IN TOUCH↗VIEW LINKEDIN
// EOFinfo@gkb-studio.com