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Gerato25/README.md

Senior Full Stack AI Engineer

8+ years building production web, backend, and cloud systems · 3+ years shipping Generative AI, LLM, and RAG solutions


I design and deliver production-grade systems end to end — from technical planning and architecture through implementation, testing, release, and post-production support. My work sits at the intersection of full stack engineering and applied AI: scalable services, reliable data platforms, and LLM workflows that hold up in real production environments.

I have shipped across SaaS, FinTech, Healthcare, and Cybersecurity, with a consistent focus on scalability, reliability, security, and maintainable system design. I take ownership of complex projects and work closely with clients, engineers, product leaders, QA, DevOps, and business stakeholders across the United States, Australia, and Europe.

Core Focus

  • Full stack delivery — frontend, backend architecture, databases, APIs, and deployment
  • Generative AI — LLM integration, RAG pipelines, and AI services in production
  • Cloud & platform — AWS, containers, Kubernetes, and CI/CD
  • System quality — security, reliability, and designs that stay maintainable as they scale

Technical Stack

Area Technologies
Languages Python, TypeScript
Frontend React
Backend Node.js, REST APIs
Data PostgreSQL, MongoDB
Cloud & DevOps AWS, Docker, Kubernetes, CI/CD
AI Generative AI, LLMs, RAG

How I Work

  • Own the full lifecycle: architecture, implementation, testing, release, and support
  • Integrate AI services, LLM workflows, APIs, and data platforms into scalable production systems
  • Collaborate across international and distributed teams with clear communication and timezone alignment
  • Partner with both technical and business stakeholders to keep delivery smooth and well-scoped

Domains

SaaS · FinTech · Healthcare · Cybersecurity


Open to collaboration on production AI systems, platform engineering, and high-stakes product delivery.

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