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Russell Tobin

New

Full Stack Engineer

Posted
Discussion

  • Demonstrated success deploying AI solutions that generated measurable business outcomes.
  • Hands-on experience with Large Language Models such as OpenAI, Claude, Gemini, Llama or equivalent.
  • Hands-on experience with prompt engineering, Retrieval Augmented Generation (RAG), AI agents and agentic workflows.
  • Experience with model orchestration frameworks, AI evaluation frameworks and model performance optimization.
  • Experience integrating LLMs into enterprise applications and business workflows.
  • Understanding of AI security, privacy, explainability, fairness, governance and responsible AI controls.
  • Experience with document classification, data extraction, OCR technologies, validation and verification frameworks, document workflow automation, redaction services and document intelligence platforms.
  • Demonstrated ability to improve customer and operational outcomes through intelligent automation.
  • Experience processing structured, semi-structured and unstructured document workloads.

Technical Engineering Experience

  • Strong programming capability in one or more of Python, Java, Go or .NET.
  • Strong API design and integration experience.
  • Strong AWS cloud engineering capability.
  • Docker and containerization experience.
  • CI/CD pipeline design and implementation experience.
  • Automated testing framework experience.
  • Experience working in highly regulated enterprise environments.
  • Strong software design and solution architecture skills.
  • Deep understanding of DevSecOps principles.
  • Experience designing resilient and observable systems.
  • Strong problem-solving and systems-thinking capabilities.
  • Demonstrated ability to balance innovation, delivery, risk and resilience.

Key Responsibilities :

  • Design, build and deploy AI-powered solutions into production environments.
  • Develop and maintain LLM-based applications that deliver measurable business value.
  • Design and implement Retrieval Augmented Generation (RAG) architectures.
  • Build AI agents and orchestration frameworks that automate document-centric business processes.
  • Develop prompt engineering, model evaluation and model optimisation capabilities.
  • Assess and select appropriate AI models based on business outcomes, performance, cost and risk considerations.
  • Drive adoption of AI-powered engineering practices across the crew.
  • Design and build enterprise-scale Intelligent Document Processing solutions.
  • Develop document classification, extraction, validation, redaction and workflow automation capabilities.
  • Integrate OCR, document intelligence and AI technologies into customer journeys.
  • Improve straight-through processing rates through intelligent automation.
  • Build reusable document intelligence services that can be leveraged across multiple business domains.
  • Drive innovation in document processing through emerging AI technologies.

Full Stack Engineering

  • Design, develop and maintain modern web applications and APIs.
  • Build responsive user experiences using ReactJS.
  • Develop backend services using Python, Java, Go or .NET.
  • Design scalable microservices and event-driven architectures.
  • Contribute to technical architecture, engineering standards and strategic technology direction.
  • Mentor and uplift engineering capability across the squad and broader engineering community.

Cloud, Platform & DevSecOps

  • Build and operate cloud-native solutions on AWS.
  • Develop containerised workloads using Docker.
  • Design and enhance CI/CD pipelines to improve delivery speed and quality.
  • Automate infrastructure, testing and deployment activities wherever possible.
  • Improve observability, operational resilience and platform reliability.
  • Apply modern DevSecOps practices throughout the software delivery lifecycle.

Skills

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See also

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