Design, build, and deploy production machine learning and LLM systems, including RAG pipelines, agentic workflows, fine-tuning, and embeddings. Own technical delivery from architecture through monitoring and iteration, collaborate with client engineering and product teams, mentor junior ML engineers, and help establish internal technical standards and best practices.

Own AWS ecosystem relationships and the full sales cycle: generate partner-sourced pipeline, lead discovery, presentations, proposals, negotiations, and post-signature account management. Drive co-sell motions, AWS Marketplace positioning, and maintain partner tier by meeting co-sell KPIs and certification benchmarks.

Work as a hands-on junior ML engineer building generative AI apps, traditional ML models, and MLOps solutions. Implement and maintain model training, inference pipelines, and LLM systems while being mentored by senior engineers and delivering client projects.