Levi XiaFullstack Software Engineer

Building systems through calculated decisions.
Every architecture tells a story of trade-offs.

bash — interactive session
// philosophy

I don't just write code.
I solve constraints.

Good engineering isn't about using the newest framework. It's about understanding the problem deeply enough to choose the right trade-offs.

Constraint-Driven

Every system has limits. I find them first, then architect around them.

Decision Trees

Document the "why" behind every technical choice. Future you will thank you.

Layered Thinking

Build abstractions that make complexity manageable, not invisible.

SYS.ARCHITECTURE

System Overview

A comprehensive view of the technologies and patterns I work with most frequently.Click a node to filter projects by technology →

Technology Constellation

STACK
React
React Native
TypeScript
Vue.js
TailwindCSS
Framer Motion
Node.js
Python (FastAPI)
PostgreSQL
MySQL
AWS EC2
AWS ECS
AWS Lambda
AWS S3
AWS CloudFront
Redis Streams
WebSockets
TCP
Clerk
LangGraph
PyTorch
Gaussian Splatting
NeRF
Figma
frontend
backend
database
infra
tool

Core Principles

  • Simplicity over complexity
  • Explicit over implicit
  • Measure everything

Preferred Patterns

  • Event-driven architecture
  • CQRS for complex domains
  • Feature flags for safe deploys

Anti-Patterns I Avoid

  • Premature optimization
  • Shared mutable state
  • "Just add a cache" solutions
// My Work

Project Gallery

Systems built through calculated decisions. Click to explore the complete decision trail.

Distributed Systems, Event-Driven, Cloud Native

Warehouse Management System

Magic Custom Inc. | Fullstack Software Engineer

Designed and deployed a from-scratch WMS to automate real-time tracking of ~1K SKUs across 4 warehouses, moving from manual processes to a fully automated AWS-backed infrastructure.

100%
Inventory Auditability
45%
Reduction in Manual Time
18%
Restock Predictability
Node.jsReactPostgreSQLAWS EC2AWS ECS+4 more
Cross-Platform, Real-time Sync, UX Optimization

Real-Time Media Discovery & Booking Engine

Mirastrom Inc. | Founding Frontend Engineer

Developed a dual-platform ecosystem (React Native Mobile / React Admin) for photographers and models, featuring an AI-driven ranking engine and real-time availability synchronization.

40%
Reduction in Load Times
15%
Boost in Session Duration
< 100ms
State Consistency
React NativeReactTypeScriptClerkPython (FastAPI)+3 more
Performance Engineering, Event Streaming, Backend Optimization

Order Fulfillment Pipeline Optimization

Missfresh Ltd. | Backend Engineering Intern

During a technical internship, I refactored critical segments of the notification and fulfillment backend to handle massive traffic spikes, successfully compressing end-to-end latency for 53k daily orders.

64%
Latency Reduction
95%
Success Rate
200+
Staff Empowered
Node.jsRedis StreamsWebSocketsVue.jsMySQL
// experiments

Side Projects

Quick experiments and tools built to scratch an itch.

AI Agents, Quant Trading, Crypto

Autonomous Multi-Agent Quant Trading & Risk Orchestrator

Architected an event-driven system to synthesize live Sportradar TCP feeds with market odd-swings, using multi-agent AI to identify arbitrage in <250ms.

PythonRedis StreamsLangGraphChain-of-Thought (CoT)PostgreSQLTCP
Computer Vision, 3D Graphics

Neural Interior Designer: Real-Time Relighting Engine

Developed a dynamic relighting engine using a Gaussian Splatting framework, allowing for physically accurate time-of-day transitions without scene re-training.

PythonPyTorchGaussian SplattingSpherical HarmonicsNeRF
LLM, Mobile app

CorgFit: Intelligent Health Tracking

Orchestrated the frontend development of an AI-driven fitness application, leading a team of 4 developers to transform high-fidelity wireframes into a responsive, performant React application.

ReactTypeScriptTailwindCSSFigmaFramer Motion
// let's connect

Got an interesting problem?

I'm always open to discussing architectural challenges, system design, or potential opportunities.

© 2026 · Built with precision and intentional trade-offs

System Status:Online
Session: 00:00:00