Azure AI & ML Proxy Job Support — Microsoft Foundry, Azure OpenAI, Agents & Azure ML

It is real-time, hands-on help from experienced Azure AI engineers during your working hours — on your actual project. We help with Microsoft Foundry projects and model deployments, Azure OpenAI application development, Foundry Agent Service agents, Azure AI Search and RAG, Azure Machine Learning training and inference, Azure MLOps, and the Entra ID, RBAC, networking, and cost work around them. It is delivered live, confidentially, and same-day where needed, anywhere in the world.

Microsoft Foundry (formerly Azure AI Foundry / Azure AI Studio — Foundry resource and projects, Foundry Models catalog, Foundry Model Router, evaluations, observability, Foundry Local), Azure OpenAI (Responses API, Chat Completions, Realtime API, embeddings, provisioned throughput/PTU, Global Standard and Data Zone Standard deployments), Foundry Agent Service (Agent Runtime, prompt and hosted agents, tools, memory, code interpreter, MCP, A2A, tracing, evaluation), Azure AI Search (vector, hybrid, semantic ranker, integrated vectorization, agentic retrieval, Knowledge Agents and Knowledge Sources), Foundry IQ, Azure Machine Learning (workspace, compute, pipelines, MLflow, registry, online and batch endpoints, AutoML), Azure MLOps and LLMOps, Microsoft Agent Framework, Foundry Tools (Document Intelligence, Content Understanding, Speech, Vision, Language, Content Safety), and Azure Databricks AI.

Yes. We provide dedicated Azure AI production support — Azure OpenAI 429 throttling and rate limits, content-filter blocks, DeploymentNotFound and quota errors, Managed Identity and Entra ID auth failures, Private Endpoint connectivity, Foundry agent tool/MCP failures, Azure AI Search indexer failures and vector-dimension mismatch, poor RAG retrieval, Azure ML endpoint and container failures, GPU OOM, and cost blowups — with an expert on the call. See our Azure AI production support page.

Yes. We offer Azure AI/ML interview support and get-interview-scheduled services for Azure AI Engineer, Microsoft Foundry Engineer, Azure OpenAI Engineer, Azure Generative AI Engineer, Azure ML, Azure MLOps, and Azure AI Solutions Architect roles — live guidance during interviews, calibrated mock interviews, and profile positioning so the calls come in the first place. Hiring decisions are always made solely by employers.

Yes. This cluster reflects the Microsoft/Azure product state through August 2026 — the Microsoft Foundry rename and Foundry resource/project architecture, Foundry Agent Service GA with the Responses API (Agents v2) replacing the retiring Azure OpenAI Assistants API, Foundry Model Router GA across 28 regions (routing GPT-5.6 and Claude Opus 4.8), Azure AI Search agentic retrieval, Foundry IQ, Microsoft Agent Framework 1.0, and the Prompt Flow and Foundry Workflows retirements. We verify version-sensitive details before advising.

Message us on WhatsApp with your Azure stack, your situation (job support, production issue, interview, or profile), and your timeline. We match you with the right Azure AI expert — usually the same day. Every engagement is confidential and NDAs are available on request.