I'm a senior machine learning engineer with 14+ years of experience designing and deploying data-driven solutions across healthcare, finance, and retail. I specialize in end-to-end ML lifecycles, from data collection and feature engineering to model training, evaluation, deployment, and monitoring. I enjoy building scalable AI systems that deliver tangible business outcomes and are compliant with healthcare and data privacy standards. My strengths include building GenAI and LLM-powered applications, designing robust recommender systems, advanced retrieval and vector search, MLOps, and creating production-grade AI pipelines on AWS, Azure, and GCP. I collaborate across cross-functional teams to translate business goals into reliable technical solutions, continuously learn from user behavior, and mentor engineers to raise the team's capabilities.…I'm a senior machine learning engineer with 14+ years of experience designing and deploying data-driven solutions across healthcare, finance, and retail. I specialize in end-to-end ML lifecycles, from data collection and feature engineering to model training, evaluation, deployment, and monitoring. I enjoy building scalable AI systems that deliver tangible business outcomes and are compliant with healthcare and data privacy standards. My strengths include building GenAI and LLM-powered applications, designing robust recommender systems, advanced retrieval and vector search, MLOps, and creating production-grade AI pipelines on AWS, Azure, and GCP. I collaborate across cross-functional teams to translate business goals into reliable technical solutions, continuously learn from user behavior, and mentor engineers to raise the team's capabilities.WWWW…