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shawnmcrowley/README.md

🚀 Shawn M.Crowley's GitHub Home

Technology Executive | Chief Technologist | Application Developer & Architect | AI Architect | Cloud Native Engineer

Building intelligent systems that scale seamlessly across clouds and data platforms

LinkedIn Twitter Email

🧠 My Thought Leadership and Vision

🤖 Agentic AI Systems

Building autonomous AI agents that can reason, plan, and execute complex workflows. Currently exploring:

  • AI-powered workflow automation (n8n, Langflow)
  • RAG systems with advanced retrieval and contextual reasoning

☁️ Cloud-Native Application Development

Creating scalable, resilient applications using modern cloud patterns:

  • Serverless architectures (Lambda and Azure Functions)
  • Container orchestration (Docker, Kubernetes, ECS, ECR, GitHub Container Registry)
  • Microservices with event-driven design
  • Infrastructure as Code (Terraform, CDK, CloudFormation)

📊 Data Engineering & Analytics

Leveraging Snowflake and modern data stacks for insights:

  • Snowflake data modeling and optimization
  • Data pipeline orchestration (Tasks, Streams, Procedures)
  • Real-time analytics and streaming architectures

🛠️ Technical Toolkit

AI & Machine Learning

AI_Frameworks = ["LangChain", "Ollama", "OpenAI", "Anthropic"]
Vector_DBs = ["PostgresVector", "Chroma"]
ML_Ops = ["MLflow", "Kubeflow", "Weights & Biases"]

Cloud & DevOps

AWS_Services:
  - Compute: "Lambda, ECS, EC2, Fargate"
  - Storage: "S3, RDS, DynamoDB, Elasticache"
  - Analytics: "Glue, Athena, Redshift, QuickSight"
  
DevOps_Tools:
  - IaC: "Terraform, AWS CDK, CloudFormation"
  - CI/CD: "GitHub Actions, AWS CodePipeline, Azure Pipelines"
  - Monitoring: "CloudWatch, Datadog, Prometheus"
  - Containerization: "Docker, Kubernetes, Helm"

Data & Analytics

SNOWFLAKE_EXPERTISE:
  - Data Modeling: "Star Schema, Data Vault 2.0"
  - Performance: "Clustering, Materialized Views"
  - Security: "RBAC, Data Masking, Row Access Policies"
  - Visualization:"Streamlit and Native Apps"

Application Development

Frontend: ["React", "Next.js", "JavaScript", "Tailwind CSS"]
Backend: ["Node.js","Express.js", "Next.js"]
Databases: ["PostgreSQL", "MongoDB", "Redis", "Neo4j"]
APIs: ["REST", "GraphQL", "gRPC", "WebSocket"]
Cross Platform: ["PWA", "Native Apps"]

🌟 Featured Projects

🤖 Autonomous AI Agent Platform

Multi-agent system for complex business process automation

✨ Features:
- Dynamic agent orchestration
- Real-time reasoning and planning  
- Enterprise-grade security
- Scalable cloud deployment
- Next.js Frontend with both Server/Action Components and API's

Tech Stack: n8n, Ollama, Snowflake, Docker

☁️ Cloud Data Platform

Real-time analytics platform

🚀 Highlights:
- Serverless data ingestion pipeline
- Real-time Snowflake transformations
- AI-powered anomaly detection
- Cost-optimized architecture

Tech Stack: Snowflake, Cortex, SchemaManager, Streamlit

🔄 Intelligent Workflow Engine

n8n-powered automation with AI decision making

🎯 Capabilities:
- AI-driven workflow optimization
- Multi-cloud deployment
- Advanced error handling
- Comprehensive monitoring

Tech Stack: n8n, Ollama, PostgreSQL, Redis, AWS ECS

📚 Currently Learning & Exploring

  • 🎯 Advanced Agentic AI - Multi-modal reasoning, long-context processing
  • 🌪️ Snowflake Native Apps - Building data applications directly in Snowflake
  • ⚡ Performance Optimization - High-throughput AI inference systems

📫 Get in Touch

Website Blog Portfolio

"Building the future, one intelligent system at a time."

Pinned Loading

  1. dashboard dashboard Public

    JavaScript

  2. ai_document_processing ai_document_processing Public

    Document Processing Using Nextjs16 + Ollama Local + PostrgresVector + Docker

    JavaScript

  3. ai_workflows ai_workflows Public

    N8N Agentic Workflows

    JavaScript

  4. shawnmcrowley.github.io shawnmcrowley.github.io Public

    Portfolio Website Using Documents and a Personal Blog

    JavaScript

  5. responsive_form_pwa responsive_form_pwa Public

    Responsive Design Form with PWA Support

    JavaScript

  6. htmx htmx Public

    Development Environment for HTMX

    HTML