Building scalable systems and making developers' lives easier
I'm a Senior DevOps Engineer with a passion for building robust, scalable systems at the intersection of AI and Fintech. I believe in doing things the right way—writing clean code, automating everything that can be automated, and building infrastructure that just works.
My experience spans the full stack, from designing cloud-native architectures to crafting intuitive user interfaces. I'm currently focused on leveraging AI/ML to solve real-world problems in financial technology and beyond.
const carrington = {
role: "Senior DevOps Engineer",
current: ["AI & Data Science", "Fintech Solutions", "Infrastructure Automation"],
openTo: ["Fintech/Forex Trading Apps", "AI Research", "Open Source Collaboration"],
passion: "Building things the right way—scalable, maintainable, and elegant"
};
|
|
|
🤖 AI/ML & Data
- Frameworks: TensorFlow, PyTorch, scikit-learn
- MLOps: MLflow, Kubeflow, DVC
- Data: Pandas, NumPy, Apache Spark
- LLMs: OpenAI API, LangChain, LlamaIndex
- Vector DBs: Pinecone, Weaviate, Chroma
📈 Fintech Specific
- Trading: Technical analysis, algorithmic trading
- Data: Real-time market data processing
- APIs: Alpaca, Interactive Brokers, Binance
- Analysis: Time-series forecasting, risk modeling
- Compliance: Audit trails, regulatory reporting
- 🤖 AI-Powered Fintech Applications – Intelligent trading systems and financial analysis tools
- 📊 Market Intelligence Platforms – Real-time data processing and predictive analytics
- 🏗️ Scalable Microservices – Cloud-native architectures built for growth
- 🔧 Developer Tooling – Infrastructure automation and DevOps best practices
- 🌐 Full-Stack Solutions – End-to-end applications from database to UI
expertise = {
"devops": ["CI/CD pipelines", "Infrastructure as Code", "Container orchestration"],
"fintech": ["Algorithmic trading", "Market data processing", "Risk management"],
"ai_ml": ["Model deployment", "MLOps", "LLM integration"],
"architecture": ["Microservices", "Event-driven systems", "Distributed computing"]
}Check out my pinned repositories below for examples of my work!
- AI Trading Systems – Automated trading strategies with ML-powered signals
- Infrastructure Automation – Terraform modules and Kubernetes operators
- Full-Stack Apps – Modern web applications with React/Next.js and Python backends
- Open Source Contributions – Contributing to DevOps and AI/ML tools
"The best code is code that doesn't need to be written. The second best is code that's so clear it doesn't need comments."
I believe in:
- 🧪 Testing First – If it's not tested, it's broken
- 📦 Automation Everything – Manual is for emergencies only
- 📚 Documentation Matters – Future you will thank present you
- 🔒 Security by Design – Not as an afterthought
- 📈 Measure Everything – You can't improve what you don't measure
- 🤝 Collaboration – The best solutions come from diverse perspectives
I'm always interested in discussing:
- 🤖 AI/ML Engineering – Practical applications and MLOps
- 💰 Fintech Innovation – Trading systems, payment processing, DeFi
- ☁️ Cloud Architecture – Scalable, cost-effective infrastructure
- 🔧 DevOps Practices – CI/CD, observability, platform engineering
- 🌍 Open Source – Contributing to meaningful projects
- Email: [email protected]
- LinkedIn: Carrington Muleya
- Twitter: @carrington_dev
- Fintech/Forex Trading Applications – Building intelligent trading systems
- AI Research & Development – Practical AI/ML implementations
- Open Source Projects – Tools that make developers' lives easier
- Infrastructure Consulting – Cloud architecture and DevOps optimization
def carrington():
coffee = True
while coffee:
code()
deploy()
monitor()
optimize()
coffee = refill() # Always true- ☕ Coffee-driven development is my methodology
- 🎯 I automate tasks after doing them manually twice
- 📖 Always learning—tech moves fast, so do I
- 🏗️ I judge architectures by how easy they are to delete
- 🐛 Debugging is my cardio
⭐️ From carrington-dev
Building the future, one commit at a time 🚀
Always learning, always building, always shipping
