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Misswtson/README.md

👋🏽 Hi, I'm Emm

AI Backend Engineer focused on building production-ready AI applications, retrieval systems, and scalable backend architectures.

My work sits at the intersection of software engineering, data systems, and applied AI. I design and build the infrastructure that powers intelligent applications—from knowledge retrieval pipelines and API integrations to agentic workflows and cloud-native backend services.

I enjoy transforming unstructured information into reliable AI experiences by combining retrieval systems, structured data pipelines, and modern backend engineering practices.

🚀 Current Focus

  • Building Retrieval-Augmented Generation (RAG) systems
  • Developing AI-powered backend services with Python and Node.js
  • Designing knowledge retrieval and semantic search architectures
  • Creating agentic workflows and AI automation pipelines
  • Deploying scalable AI applications using modern cloud infrastructure
  • Improving reliability through evaluation, monitoring, and observability

My background in web development, technical SEO, and digital analytics allows me to approach AI products with both engineering rigor and business impact in mind.

Note

Outside of coding, you'll usually find me with a cup of coffee ☕, exploring a good mystery series, or learning about emerging AI systems and backend architectures.

I value clean system design, continuous learning, and building technology that solves meaningful real-world problems.


🧠 AI Engineering

OpenAI RAG Agents Embeddings Vector Search Prompt Engineering

Areas of Interest

  • Retrieval-Augmented Generation (RAG)
  • Agentic AI Systems
  • Semantic Search
  • Knowledge Retrieval Systems
  • AI Automation Workflows
  • LLM Integrations
  • AI Evaluation & Observability

⚙️ Backend Engineering

Python Node.js FastAPI Express REST APIs

Focus Areas

  • API Design & Integrations
  • Backend Services
  • Authentication & Authorization
  • Event-Driven Architectures
  • Microservices Fundamentals

🗄️ Data & Storage

PostgreSQL Supabase SQLite ChromaDB

Experience

  • Data Modeling
  • ETL & Data Pipelines
  • Structured & Unstructured Data
  • Vector Databases
  • Knowledge Bases

☁️ Cloud & Infrastructure

AWS Docker GitHub Actions Vercel

Practices

  • CI/CD
  • Cloud Deployments
  • Containerization
  • Infrastructure Fundamentals
  • Scalable Architectures

📊 Observability & Quality

Playwright New Relic Lighthouse

Focus Areas

  • AI Evaluation
  • Monitoring & Logging
  • Performance Optimization
  • Reliability & Testing
  • Production Readiness

🌐 Product & Web

React TypeScript JavaScript TailwindCSS

Additional Expertise

  • Technical SEO
  • Core Web Vitals
  • Digital Analytics
  • User Experience
  • Performance Optimization

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