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AquSag supports engineering and AI workflow delivery across GenAI programs, benchmark evaluation, enterprise engineering, and distributed technical operations. Our work spans RLHF and post-training workflows, benchmark and SWEbench-style evaluation programs, GenAI engineering, MLOps support, coding evaluation, multilingual AI operations, red teaming, and QA-heavy technical review environments. Alongside AI workflow delivery, we also support engineering teams across Python, Java, .NET, SAP, Salesforce, cloud, DevOps, QA, and enterprise platform environments. A large part of our work involves helping companies scale technical programs quickly without losing delivery consistency, review quality, or operational reliability. We work across AI platforms, product companies, enterprise technology teams, and global delivery environments where engineering and evaluation workflows increasingly operate side by side. Key areas: • RLHF & AI evaluation • Benchmark & SWEbench-style workflows • GenAI engineering & MLOps • Red teaming & adversarial testing • Enterprise engineering teams • Cloud, DevOps & QA • Multilingual & domain-specific AI programs