Shubham Dutt

I am a results-driven Machine Learning Engineer with five years of hands-on experience building and deploying machine learning, deep learning, NLP, and generative AI solutions. I specialize in transforming complex structured and unstructured data into actionable insights that drive automation and business impact.

At Tata Consultancy Services I led end-to-end projects including a Generative AI testing automation platform and multiple document-querying solutions using LLMs, LangChain, and cloud ML services that substantially reduced manual effort and improved accuracy. My work produced measurable outcomes such as halving testing effort for 800+ scenarios and improving document processing times by up to 70%.

I design production-ready systems—EHR natural language interfaces, Medicaid contract comparison tools, lease abstraction, and recommendation engines—focusing on security, scalability, and user experience. I routinely leverage Python, TensorFlow, PyTorch, SQL, Azure, GCP, and MLOps practices to deploy reliable models and CI/CD pipelines.

I bring strong analytical rigor, collaboration, and a product-oriented mindset to projects and prioritize continuous model improvement through feedback loops and robust evaluation. I am motivated to create high-impact, scalable AI applications that solve real business problems.