Senior Software Engineering Manager & AI-Native Systems Architect with 20+ years of experience leading cross-functional teams, architecting distributed systems, and scaling high-volume enterprise platforms. Combines deep backend expertise with Spec-Driven Development (SDD) and automated AI harnesses to accelerate software delivery, optimize system performance, and maintain enterprise-grade reliability.
- Backend: Java (Spring, Spring Boot, JEE), Go (Golang), Node.js, TypeScript
- Frontend: React, TypeScript, GraphQL, REST APIs, JSON/BFF Architectures, jQuery
- AI Orchestration & Tooling: Model Context Protocol (MCP), Claude Code, Cursor, GitHub Copilot CLI, OpenAI API, Ollama
- AI Infrastructure: Amazon Bedrock, Vector Databases (PostgreSQL / pgvector), Semantic Search Engines
- Methodologies: Spec-Driven Development (SDD), Agentic Closed-Loop Harnesses, Continuous Context Engineering
- Cloud Platforms: AWS (Bedrock, Lambda, ECS, DynamoDB, CloudWatch), GCP
- Event-Driven & Messaging: Apache Kafka, WhatsApp Business Cloud API, LINE Messaging API, Microservices Architecture
- Containers & Orchestration: Docker, Kubernetes
- CI/CD, Quality & Tooling: GitHub Actions, Jenkins, Maven, Gradle, SonarQube, Postman
- Relational: PostgreSQL, Oracle, Sybase
- NoSQL & Cache: MongoDB, DynamoDB, Redis
- Analytics & Data Processing: Pentaho Data Integration (Kettle), Metabase, GIS Platforms
- B2B SaaS & Conversational Commerce Platforms
- High-Availability Systems & Rate-Limit Optimization
- Backend-for-Frontend (BFF) & API Gateway Design
- Incident Command, Root Cause Analysis (RCA) & Postmortems
- Agile, Scrum (Certified ScrumMaster), Mentorship & Bar-Raising Hiring
- English: Full Professional Proficiency
- Spanish: Native




