Vincent Ko
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Architecting Scale, Driven by AI
I build robust backend systems and leverage teams of AI agents to multiply productivity by 10x.

AI-Powered Productivity

agent-swarm-coordinator ~ zsh
$ ./deploy_agents --target=code_review
[INFO] Initializing 5 concurrent AI reviewers...
[WARN] Complex logic detected in AuthModule. Resolving...
[SUCCESS] 100+ vulnerabilities patched automatically.
$ analyze_productivity_metrics
=> Development speed increased by 900%
_

Experience in Scalability

Client App
API Gateway / LB
Auth Service
AI Agent Service
Distributed DB

Producer-Consumer Architecture

Work Producer
Message Queue
AI Consumer Workers

Selected Company Experiences

AI Code Reviewer @ Crypto.com
Highly autonomous code reviewing system using LangChain and RAG. Engineered full architecture with a Producer-Consumer message queue to successfully catch 100+ critical vulnerabilities. Well-received by Company Devs and Software VPs.
LangChainPostgreSQLFastAPIRAGConcurrencyQueue
Blockchain Monitoring @ Crypto.com
High-performance transaction monitoring microservices handling activity for 1.2M+ users. Achieved a 200% decrease in execution latency using advanced optimizations.
NestJSAWSPrometheusRedisAsyncMicroservice

Selected Works

JishoNotes
Full-stack Japanese learning webapp with dictionary and flashcard system. Built with ElasticSearch, Java Spring, and VueJS.
Java SpringElasticSearchVueJS
🔗 View on GitHub
AdvancedWebServer
Java web server built from scratch supporting HTTP/2 & WebSockets. Demonstrates deep understanding of Java and underlying web technologies.
JavaHTTP/2NIOWebSockets
🔗 View on GitHub

Let's Connect

Always open to discussing AI innovations and backend scaling challenges.

📫 [email protected] 💼 LinkedIn 💻 GitHub 📄 Full Resume