Ivan Acosta-Rubio

// Staff Software Engineer | Platform & AI Infrastructure

// 📍 Miami, FL | US Citizen (No sponsorship required) | Remote (US Eastern)

// 17+ years experience | Open to Senior Staff/Staff/Principal roles

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Executive Summary

Staff Software Engineer with 17+ years building scalable platforms, distributed systems, and AI-powered infrastructure. Proven track record of architecting internal platforms serving 35+ engineers, designing high-throughput systems processing $10M+ in annual revenue, and leading technical strategy across multiple organizations. Expert in platform engineering, AI/ML infrastructure, and backend architecture with measurable business impact through developer productivity and system reliability.

Core Competencies

Platform Engineering: Internal Developer Platforms, SDK Development & Auto-generation, CLI Tools, Developer Tooling, Self-Service Infrastructure, API Platforms, Testing Frameworks, OpenAPI Integration

AI/ML Infrastructure: RAG Systems, LLM Integration (OpenAI GPT-4, Anthropic Claude), Multi-modal AI Pipelines, Computer Vision, Production ML Systems, Prompt Engineering, Context Engineering, AI-powered Automation

Backend & Distributed Systems: Microservices Architecture, Event-Driven Systems, High-Throughput APIs, Database Architecture (PostgreSQL, Redis), System Design, Performance Optimization, Fault-Tolerant Systems, Scalability Engineering

Technical Leadership: System Architecture, Technical Strategy, Team Leadership (2-35 engineers), Engineering Culture, Technical Mentoring, Code Review Standards, Cross-functional Collaboration, Stakeholder Management

Cloud & DevOps: AWS (Lambda, EC2, S3, RDS), Serverless Architecture, Docker, CI/CD Pipelines (GitHub Actions, Jenkins), Infrastructure as Code, Monitoring & Observability, Site Reliability

Programming Languages: TypeScript, Python, Ruby, Rust, JavaScript, Swift

Tools & Technologies: Deno, Node.js, Bun, REST APIs, GraphQL, Git, PostgreSQL, Redis, SQLite

Experience

Strike / Lead Test Engineer (Staff-level IC)

2021 - October 2025 | Remote

Platform Engineering & Architecture:

  • Architected and built SITS (Strike Integrated Testing Strategy), a comprehensive internal developer platform serving 35+ engineers across 4 teams (Platform, Trust & Safety, Consumer, Data)
  • Designed full-stack platform using TypeScript/Deno, PostgreSQL, AWS serverless infrastructure with microservices architecture for distributed test execution
  • Built self-service CLI tooling that auto-generates SDKs from OpenAPI specs with integrated testing facades, enabling 40+ developers to write and execute tests independently
  • Established engineering best practices, code review standards, and technical documentation processes adopted across engineering organization

AI/ML Infrastructure Development:

  • Engineered RAG (Retrieval-Augmented Generation) system using Anthropic Claude and OpenAI GPT-4 for automated test generation from product requirements
    • Built document parsing pipeline extracting structured data from Markdown, Confluence, and Notion using NLP preprocessing
    • Created PostgreSQL-backed version control system for test case evolution tracking across product iterations
    • Integrated with GitHub Actions CI/CD for automated PRD validation and test coverage analysis
  • Built multi-modal AI pipeline combining GPT-4 Vision API with custom TypeScript orchestration for video-to-test automation
    • Developed intelligent YAML generation engine translating visual interactions into executable test syntax
    • Deployed as serverless function on AWS Lambda with S3 storage, processing 50+ videos weekly
    • Achieved 95% accuracy in test generation with context-aware prompt engineering

Business Impact & Results:

  • Reduced test creation time by 65% (8 hours → 2.8 hours per feature) while improving quality across teams
  • Eliminated 30+ hours of manual work weekly through AI-powered automation and developer self-service
  • Increased test coverage to 78% and reduced regression testing from 4 days to 6 hours
  • Reduced API testing time by 80% through intelligent test generation matching mobile app behavior

ZR Per Diem Services / Principal Software Engineer

February 2017 - 2021 | New York, NY

Backend Systems & Architecture:

  • Architected mission-critical financial platform processing $10M+ in annual revenue with microservices architecture
  • Designed and implemented high-throughput data pipelines handling 15,000+ transactions daily with real-time processing
  • Integrated 12+ third-party APIs (payment processors, banking systems) with fault-tolerant retry logic and circuit breakers
  • Built fault-tolerant distributed systems achieving 99.7% uptime for business-critical operations
  • Implemented comprehensive monitoring, alerting, and incident response procedures for production systems
  • Designed database architecture optimized for high-throughput financial transactions with ACID compliance

SoftwareCriollo / Founder & Staff Software Engineer

May 2008 - January 2017 | Miami, FL

Technical Leadership & Business Growth:

  • Founded and scaled technology consultancy from 2 to 23 engineers, establishing engineering culture and technical standards
  • Led technical architecture and development for 35+ full-stack applications serving 500K+ users as Staff Software Engineer
  • Managed P&L responsibility, client relationships, and business development while maintaining hands-on technical leadership

Backend & Platform Engineering:

  • Architected scalable backend systems using Ruby on Rails, TypeScript, PostgreSQL, Redis with microservices patterns
  • Designed database systems with query optimization achieving <100ms response times under high load
  • Built comprehensive CI/CD pipelines using GitHub Actions, Jenkins, Travis CI - reduced deployment time from hours to minutes
  • Implemented DevOps infrastructure: Docker containerization, automated testing, monitoring solutions, zero-downtime deployments
  • Managed AWS cloud infrastructure (EC2, RDS, S3, Lambda) handling millions of API requests monthly
  • Led ops-heavy initiatives: database migrations, incident response procedures, performance optimization

Open Source & Community:

  • Released multiple open source libraries and tools adopted by Ruby community
  • Speaker at international conferences (RubyConf Brasil, Inspect SF)

Education & Continuous Learning

Self-Taught Engineer with 17+ years of hands-on experience building production systems

Continuous Learning & Certifications

  • University of Washington - Machine Learning Foundation (2016)
  • Active contributor to open source communities
  • Speaker at international tech conferences (RubyConf Brasil, Inspect SF)
  • Published technical author on iOS, Swift, and AVFoundation

Formal Education

  • Miami Dade College - Associate of Arts (2005-2007)

Talks & Publications

Kiteboarding

Train alongside world champions. When I'm not coding AI systems, I ❤️ to kiteboard.

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