I am an AI/ML and Data Engineering professional with experience building scalable machine learning systems, healthcare analytics platforms, and cloud-based data solutions across Azure, GCP, and Snowflake environments. My work focuses on LLMs, NLP, AI reliability, predictive analytics, and enterprise data engineering, with hands-on experience developing ML pipelines, healthcare data workflows, and AI-ready architectures.I am particularly interested in safe and trustworthy AI systems, especially in healthcare and other high-impact industries. Through my involvement with the BRITE Institute, I hope to contribute to research and development efforts focused on responsible AI, system reliability, and real-world impact.