CHAPTER 02
The Projects
Production systems built for reliability, performance, and scale. From on-chain analytics to AI security frameworks.
Lead Design & Implementation
FEATURED
Smart Money Tracker
BSC on-chain smart money tracking with anti-manipulation filtering and academic-grade address weighting
220+
addresses tracked
11K+
tokens monitored
3K+
trade signals
RustPythonFastAPIPostgreSQLRedisDockerView Pipeline
Solo Developer
FEATURED
AI Startup Radar
Multi-source opportunity discovery with AI scoring engine. 30+ collectors, Claude semantic analysis, structured pipeline
30+
data sources
52/52
tests passed
6d
MVP delivery
PythonFastAPIClaude APIPostgreSQLView Pipeline
Architect & Lead Developer
FEATURED
LP Rotation System
Offensive LP rotation with state machine architecture, backtesting engine, and execution layer separation. Production-grade DeFi infrastructure
38K
lines of code
>85%
test coverage
PythonFastAPIPostgreSQLethers.jsDeFiView Pipeline
More Projects
Market Maker Prediction
372 commits / 11 days · 19★ GitHub
TypeScriptNode.jsElectronethers.js
Framework AI Red Team
524 tests · 1 day hackathon
PythonFastAPIOpenAI APIMCP
Sentiment Monitor
ODS→DWD→DWS→ADS warehouse · 100 keyword groups
PythonFastAPIPlaywrightStreamlit
Crypto Twitter Alert
KOL burst detection + AI filtering · long-running
PythonGLM-4-flashsystemd
API Gateway
Multi-upstream failover · 30s recovery · Lark alerting
GoDockerOpenResty
CHAPTER 03
The Stack
45s→4s
Rust latency optimization (11×)
104→2MB
Memory reduction (52×)
95.9%
Wash trading recall rate
524
Tests passed (Stewie)
30+
Async data collectors
Primary Stack
PythonFastAPIRustTypeScriptPostgreSQLRedisDockerLinux
AI & Data
Claude APIOpenAI APIGLM-4Prompt EngineeringPlaywrightAsync I/OAPSchedulerSQLAlchemy
Web3 & Blockchain
ethers.jsSolidityBSCEthereumDeFiOn-chain Analytics
Infrastructure
Docker ComposesystemdOpenRestyNginxfail2banLet's EncryptCloudflareGitHub Actions
Also Used
GoNode.jsElectronNext.jsReactStreamlitTailwind CSSVercel
CHAPTER 04
About Me
0xEngineer — zsh
$ whoami
> Engineering-driven builder, not a prompt wrapper
> AI as system module, not magic — embedded in data flows
> From civil engineering to code — structural thinking carries over
$ cat philosophy.txt
> Systems thinking over inspiration
> Compounding returns over one-shot outputs
> Moats over competitive sprints
> Lightweight, composable, self-hosted > platform lock-in
$ cat stack.txt
> Python · Rust · TypeScript · Go
> FastAPI · PostgreSQL · Redis · Docker
> Claude API · ethers.js · Playwright
$ cat workflow.txt
> Ship fast → add rules → abstract into systems
> AI-augmented development, 80%+ code by AI
> Project-driven learning, build first, refine later
$