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Martin JentzschMJ

Martin Jentzsch

Senior Cloud & AI Engineer

€760/day
Dresden, DE
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Martin

Are you looking for an experienced architect to bridge the gap between cutting-edge Generative AI and highly available cloud infrastructure? With over 10 years of experience in software development and operating high-traffic platforms in the media sector, I support companies as a specialized Senior Engineer in overcoming business-critical bottlenecks.

My focus is on the productive implementation of AI systems that not only work in the test lab but also scale stably, data-protection-compliant, and securely within your infrastructure.

What I can do for you:
• AI Engineering & Agents: Integration of open-source LLMs (via vLLM, Ollama) and development of autonomous AI workflows with the Google Python ADK.
• Cloud & DevOps Infrastructure: Building, scaling, and hardening Kubernetes clusters (k8s) and automated deployments using Terraform on a Linux basis.
• Web Security & Performance: Securing your applications against DDoS and optimizing global caching strategies via Cloudflare.
• Backend Architecture: Performance tuning of highly concurrent PostgreSQL databases and robust services in Python and C#.

Through my many years of experience as a developer, I understand complex system architectures at first glance. I am available for highly specialized part-time engagements, pragmatic troubleshooting, and the clean automation of your systems.
  • German

    Native or bilingual

  • English

    Conversational

Remote only
Primarily works remotely

Experience

  • TAG24 NEWS Deutschland GmbH
    Cloud Engineer
    February 2023 - Today (3 years and 5 months)
    Next-Gen AI & Automation: Productive integration and scaling of Large Language Models (LLMs) in enterprise use using vLLM, Ollama, and the Google Python ADK (Agent Development Kit) for intelligent content processing and workflow automation.

    Backend & Data Architecture: Performance tuning, ongoing administration, and schema design of highly concurrent PostgreSQL databases, as well as agile development of robust backend services in C# and Python.

    Web Performance & Security: Securing platforms, optimizing global caching and CDN strategies, and implementing WAF rules and DDoS protection via Cloudflare.

    Infrastructure & Container Orchestration: Conception, setup, and continuous optimization of highly available cloud and on-premise infrastructures based on Linux servers and Kubernetes (k8s) for stable handling of high-volume web traffic.

    Infrastructure as Code (IaC): Complete automation of infrastructure deployments, environment cloning, and configuration management using Terraform.
    Terraform Python Kubernetes AI Agents Large Language Models (LLMs)
  • TAG24 NEWS Deutschland GmbH
    Team Lead Backend
    March 2019 - February 2023 (3 years and 11 months)
    Team Leadership & Agile Management: Technical and organizational leadership of the backend development team. Management of sprint planning, resource allocation, and mentoring developers to ensure sustainable code quality (Clean Code, Code Reviews).

    System Architecture & PHP Development: Responsibility for the architecture, further development, and scaling of central, highly available backend systems (primarily based on PHP enterprise frameworks) in the high-traffic news environment.

    Server Administration & Infrastructure: Hands-on administration, monitoring, and hardening of the Linux-based server landscape and database systems to ensure maximum reliability and optimal response times.

    Interface & API Design: Conception and provision of robust, high-performance REST and internal APIs for seamless integration of frontend systems and third-party services.

    Legacy Modernization: Strategic migration, refactoring, and decoupling of monolithic legacy systems into modern, modular service structures to reduce technical debt.
  • TAG24 NEWS Deutschland GmbH
    Software Developer
    November 2015 - March 2019 (3 years and 4 months)
    System Modernization & Refactoring: Successful migration and fundamental redesign of business-critical legacy systems (legacy codebases) into modern, maintainable, and future-proof software architectures to reduce technical debt.

    Performance & Load Optimization: Systematic analysis of performance bottlenecks in the application stack and implementation of efficient caching methods and code optimizations to drastically reduce server load and loading times.

    Core Web & Backend Development: Agile conception and test-driven development of robust, scalable web applications and high-performance REST APIs using modern design patterns.

    Database Structuring & Tuning: Cleaning, index optimization, and performance tuning of relational database systems, as well as the secure execution of complex data migrations during operation.

    Process Optimization (CI/CD): Proactive introduction and establishment of modern development workflows (such as automated tests, code quality standards, and initial CI/CD pipelines) that have significantly contributed to the team's efficiency increase.

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Education

  • Bachelor of Engineering
    Hochschule für Telekommunikation Leipzig
    2015
    Bachelor of Engineering

Skill set

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