red hat openshift ai consultant

@AZTURK1

Hi there, I understand you need an OpenShift AI consultant to move from PoC to production with model delivery, infra optimisation and CI/CD automation , I’ve delivered production OpenShift + AI pipelines before and can get this live reliably. - Deploy a production-ready model on your OpenShift cluster (repeatable training + inference with container images and Helm/OC manifests) - Apply and benchmark infrastructure tuning (node sizing, GPU scheduling, autoscaling, storage IOPS) with before/after metrics - Build automated OpenShift Pipelines / CI-CD for data ingestion → training → testing → promotion, with rollback and staged deployments - Deliver hand-off docs, runbook and concise comments for maintainability Skills: ✅ Linux ✅ Red Hat ✅ DevOps ✅ OpenShift Data Science / Pipelines integration ✅ Performance tuning, cost-efficiency, reliability ✅ Automation (CI/CD, GitOps, containerised training) Certificates: ✅ Microsoft® Certified: MCSA | MCSE | MCT ✅ cPanel® & WHM Certified CWSA-2 I can start immediately and deliver a staged rollout with measurable benchmarks and full documentation. Estimated fixed price: $600 , delivery in 5 days. Which OpenShift version and total cluster resources (CPU, RAM, GPUs, storage class) are available now, and do you have an existing CI system (Jenkins/GitLab/GitHub Actions) to integrate with? Best regards,

@Shrutibimpl

Hello, 1) Which version of OpenShift are you currently running? 2) What specific business use case or data type should the first model focus on? 3) Are you using a specific Git provider for your pipelines? I will take your OpenShift AI setup from PoC to production by focusing on the full lifecycle of your models. I will build and package your AI models using standard data science tools, ensuring they are optimized for the cluster. I will tune the OpenShift resources, such as CPU and GPU allocation, to maximize performance and minimize cloud costs. Using a popular CI/CD tool, I will create a robust automated pipeline that handles everything from data ingestion to model deployment. I will also implement monitoring and logging to ensure the system scales effectively under load. Finally, I will provide a detailed guide so your team can manage the environment independently. Thanks, Bharat

@Feriver

Hello, I can support your OpenShift AI rollout by moving your proof-of-concept to a production-ready environment. I will deploy AI models that deliver measurable business value, optimize OpenShift infrastructure for performance, scalability, and cost-efficiency, and automate end-to-end workflows for reliable model training, testing, and deployment. Deliverables include fully deployed models with repeatable training, tuned infrastructure with benchmarked metrics, CI/CD-integrated pipelines, and comprehensive hand-off documentation. All work will be well-commented and maintainable for your internal team. Questions: Are the AI models focused on training new models from scratch, fine-tuning existing models, or both? Should pipeline automation include full orchestration with OpenShift Pipelines and Service Mesh, or just core CI/CD steps? Thanks, Asif

@waqaswebmaster

I can help transition your OpenShift AI environment from PoC to a stable, production-grade deployment. Strong experience with OpenShift Data Science, Pipelines, CI/CD, and containerized ML workflows. I will deploy repeatable training and inference models fully integrated into your cluster. Infrastructure will be optimized for performance, scalability, and cost with benchmarked metrics. End-to-end automation (data ingestion to model promotion) will be implemented via CI/CD pipelines. Clear documentation and structured handover included for long-term internal maintainability. Ammad Khalid

@hireageek

Hi there, I understand that you're in the midst of an OpenShift AI roll-out, and I am confident in my ability to support you in transitioning from proof-of-concept to a robust, production-ready environment. As a top freelancer in California, I have extensive experience working with the OpenShift AI stack, and I have successfully helped clients optimize their infrastructures for both performance and cost-efficiency. My approach focuses on delivering results that align with your needs: developing AI models that provide clear business value, fine-tuning your OpenShift infrastructure, and automating workflows to ensure smooth model training, testing, and deployment. I am ready to dive in and deliver a functioning model, infrastructure tuning recommendations, a fully automated pipeline, and thorough documentation. Let’s connect to discuss how we can achieve tangible results together. What specific AI models are you looking to implement, and what metrics do you have in place to measure their business value?

@webmasters486

With my vast experience in DevOps and your need for a reliable long-term partner, I am confident that I can support you and your team to smoothly transition from your ongoing OpenShift AI proof-of-concept phase to a stable, efficient, and production-ready environment. My proficiency in working with OpenShift Data Science, Pipelines, and the Service Mesh aligns perfectly with your project roadmap and would be instrumental in delivering the needed results. In regard to deliverables, not only can I deploy a fully-functioning model on your OpenShift cluster (packaged for repeatable training and inference), but I can also optimize your infrastructure tuning recommendations by applying thorough benchmarks and providing "before-and-after" metrics. Moreover, suffice to say that my experience in automating end-to-end workflows will ensure minimal manual effort involved in model training, testing, and deployment. Openness in communication and a quick turnaround time are my strengths — traits that would greatly benefit us as we move at a fast pace. Also worth mentioning, my dedication to delivering concise, well-commented work fits hand-in-hand with your desire for clarity. You deserve someone who is passionate about offering excellent experiences to support your growth — that's me! I look forward to discussing more specifics of this project with you!

@arbu1499

Hi, I can help take your OpenShift AI rollout from PoC to production-ready by building business-focused AI models, optimizing your OpenShift infrastructure for performance and cost, and automating the full training-to-deployment workflow. I have hands-on experience with OpenShift Data Science, Pipelines, and Service Mesh, so I can deploy repeatable, benchmarked models, tune cluster resources, and implement CI/CD pipelines for reliable model promotion. Deliverables will include functioning models, infrastructure improvements with before/after metrics, fully automated pipelines, and clear hand-off documentation for your team to maintain and extend the system. Looking forward for your positive response in the chatbox. Best Regards, Arbaz T

@emilesd617

Hi, I am a DevOps and AI engineer with 8 years of rich experience in software development and cloud infrastructure, with a strong Linux background. I am familiar with Red Hat OpenShift, OpenShift AI (OpenShift Data Science), Kubernetes, CI/CD pipelines, and infrastructure optimization. I have deployed containerized ML models on Kubernetes/OpenShift clusters, automated training and deployment workflows using pipelines, and tuned cluster resources for performance, scalability, and cost efficiency with measurable benchmarks. I am comfortable working with Service Mesh and integrating model lifecycle processes into existing CI/CD systems. I'm an individual freelancer and can work in any time zone you prefer. Please contact me with the best time for a quick chat. For this project, I will stabilize your OpenShift AI environment, deploy production-ready models with repeatable training and inference workflows, optimize cluster performance with clear before/after metrics, and implement a fully automated pipeline from data ingestion to model promotion. Looking forward to discussing more details. Thanks. Emile.

@Chrism276

EXPERT (({ProjectSkills})) DEAR EMPLOYER, I’ve completed the exact same projects before successfully. Awarding me will be the fastest way to complete your task with the best rates possible. I CAN ASSURE YOU 100% THAT WE ARE FULLY CAPABLE OF EXECUTING ANY LEVEL OF TASK/PROJECT BASED ON THE SKILL REQUIRED. I am fully confident about our skills and my understanding of the project description and we are ready to go through any test or sample task you assign to acquire your trust. Let me know when are you available for an initial 15-30-minute discussion (FREE OF CHARGE) so we can discuss the requirement in detail and I can walk you through the mentioned systems to acquire your trust in my skill. REST ASSURED YOUR WORK IS IN VERY SAFE AND PROFESSIONAL HANDS. THANK YOU

@daxm0

Hello, I can assist right away. I understand your project details. I will follow instructions and keep you updated. I am an experienced and specialized freelancer with 5+ years of practical experience in Linux. I have a few questions before we get started. Could you please send me a message in the chat? Looking forward to working with you, connect in chat. Thanks, Dax Manning

@andriip30

Hello, I am available now. I understand the main goals and will ensure the final result that matches your expectations. I am a reliable freelancer with 10+ years of experience in Linux, DevOps and I helped many clients in the past. Visit my profile to check my latest work and reviews from past clients. If this sounds good, connect in chat and we can start. Regards.

@nathanc97

Hi there, I’m available to help move your OpenShift AI roll-out from proof-of-concept to a stable production environment. The project requires hands-on work with AI models, infrastructure tuning, and automated workflows, which I’ve done on similar OpenShift deployments. I’d focus on building models that deliver clear business value, optimize cluster performance, and set up reliable end-to-end pipelines for training and deployment. Everything will be documented, repeatable, and easy for your team to maintain. To start effectively, I’d need access to your OpenShift environment and sample data. Looking forward to delivering tangible results. Best regards

@novatech2210

Hello! I've been recommended by a Freelancer Recruiter. Nice to meet you. I've just completed a similar OpenShift AI rollout for another client who needed to transition from proof-of-concept to production-ready. With my extensive experience across the OpenShift AI stack, including Data Science, Pipelines, and the Service Mesh, I'm confident I can hit the ground running and drive tangible results for your team. My expertise in building and deploying AI models, optimizing infrastructure for performance and cost-efficiency, and automating end-to-end workflows will help you achieve clear business value from your AI investment. In a previous project, I reduced manual effort by 80% by implementing an automated pipeline for model training, testing, and deployment, resulting in significant cost savings and improved model accuracy. Multiple 5-star reviews on AI and OpenShift projects, including AI model deployment and infrastructure optimization, speak to my ability to deliver high-quality solutions on time. Happy to hop on a quick call (no obligation) to discuss architecture, timeline, and a clear plan + quote. Chris | Lead Developer | Novatech

@Alesha1018

As a seasoned freelancer with a versatile set of skills, including Full-Stack Web & App Development, AI & Machine Learning Integration, and Linux expertise, I'm confident that I am the right choice for your OpenShift AI project. My previous experiences align closely with your project requirements, and I assure you of my ability to handle the myriad complexities involved in transitioning from proof-of-concept to a stable, production-ready OpenShift environment. In terms of the immediate focus areas mentioned in your project description, I have developed AI models that have demonstrated clear business value for my previous clients. Alongside model development, I have optimized underlying infrastructures for performance and cost-efficiency. My exposure to automation spans end-to-end workflows like training, testing, and deployment—I emphasize reliability and minimal manual effort. Moreover, my commitment to streamlined communication and well-documented work ensures clear hand-off documentation for your team's reference. I understand the importance of leveraging existing systems effectively; therefore, I am excited about the prospect of applying my knowledge in OpenShift Data Science, Pipelines, and Service Mesh to maximize efficiency within your roadmap. Let me bring my adaptable approach and deliver tangible results while upholding Australia-specific standards and compliance. We don't just get this done; we do it well!

@tarast7

Hello, How are you? I have checked your job description and I’m confident I can complete exactly what you need. I have extensive experience with the OpenShift AI stack, including OpenShift Data Science, Pipelines, and Service Mesh, which will allow me to effectively transition your project from proof-of-concept to a production-ready environment. I can build AI models that yield significant business value, optimize your OpenShift infrastructure for enhanced performance and scalability, and automate your end-to-end workflows. I believe this job is an ideal match with my skills and experience. Please send me a message so that we can discuss more. Thanks!

@ianb65

Hello, there! I have an extensive experience accruing to 7+ years of working in full-stack development. Over time, I've tailored capable web and mobile applications and optimized numerous automated processes. In relation to your immediate needs, my knowledge spans Frontend (React.js), Backend (Node.js), Trading Automation (involving API integrations, workflow enhancements, etc.), and DevOps (Kubernetes) that all correlate to this project's requirements. Some highlights include building robust software tailored to the needs of enterprises and streamlining business processes through automation tools which I believe makes me a good match for building AI models demonstrating clear business value, optimizing the underlying OpenShift infrastructure and automating end-to-end workflows. Where I think I can be of great service is in my ability to deliver not just functioning models but also well-commented work that allows for ease of use, maintenance, and extension by your internal teams. As someone who values concise work, translating my code into clear hand-off documentations won't be a challenge at all. In conclusion, my skillset combined with my proven results handling complex projects makes me confident that I can deliver the desired outcomes for your OpenShift AI roll-out so let's connect and let's get started!

@carlosandresa7

Price: $900 USD (Fixed) Timeline: 2 weeks What I will deliver: ✔ AI model(s) built, deployed, and optimized on your OpenShift cluster with repeatable training and inference processes. ✔ Performance, scalability, and cost-efficiency optimizations applied to the OpenShift infrastructure, with before/after benchmark metrics. ✔ Fully automated end-to-end pipeline from data ingestion to model promotion integrated into your CI/CD process. ✔ Detailed hand-off documentation for internal team maintenance and future extensions. Key Skills: – OpenShift Data Science, Pipelines, Service Mesh – Model deployment, tuning, and performance optimization – End-to-end automation in AI workflows (CI/CD integration) Availability: Immediate, with daily communication and updates.

@agustingonzalog

Hello, I can help you move your OpenShift AI rollout from proof‑of‑concept into a stable, production‑ready environment. My focus will be on three key areas: delivering AI models that demonstrate measurable business value, tuning the OpenShift infrastructure for performance and cost efficiency, and automating end‑to‑end workflows so training, testing, and deployment run reliably with minimal manual effort. I have hands‑on experience with OpenShift Data Science, Pipelines, and Service Mesh, which means I can integrate directly into your roadmap. The deliverables will include models deployed on your cluster with repeatable training and inference, infrastructure optimizations benchmarked with before/after metrics, and a fully automated CI/CD pipeline covering ingestion through model promotion. All work will be concise, well‑commented, and accompanied by clear documentation so your internal team can maintain and extend the solution confidently. This approach ensures you get tangible results quickly while laying the foundation for scalable AI operations inside OpenShift.

@CodeAnchors

Greetings, I am a seasoned professional with extensive experience in Linux, Red Hat, and DevOps, specializing in OpenShift AI solutions. Your project focusing on transitioning from proof-of-concept to a stable, production-ready environment aligns perfectly with my expertise. I have a proven track record of building AI models that drive tangible business value, optimizing infrastructure for peak performance, scalability, and cost-efficiency, as well as automating workflows for seamless operations. My proficiency in OpenShift Data Science, Pipelines, and Service Mesh will seamlessly integrate with your project requirements. I am confident in my ability to deliver functioning AI models, fine-tuned infrastructure, automated pipelines, and comprehensive hand-off documentation to ensure the sustainability of the solution within your team. I am eager to collaborate and drive impactful results for your OpenShift AI roll-out. I invite you to review my portfolio ⭐⭐ https://www.freelancer.com/u/CodeAnchors ⭐⭐ and discuss how we can efficiently progress with your project requirements. Looking forward to the opportunity to work together. Best regards, Muhammad Anas Khan