Sarath M

About Sarath M

Results-driven Senior Machine Learning Engineer with over 10 years of experience delivering scalable AI and ML solutions across industries such as finance, healthcare, legal tech, and cloud services. Proven expertise in building end-to-end machine learning pipelines, deploying production-grade models, and driving innovation through GenAI, LLMs, NLP, and predictive analytics.I have successfully led strategic ML initiatives at organizations including Fidelity Investments, Mayo Clinic, and LexisNexis, focusing on business impact through solutions like churn prediction, personalized recommendation engines, intelligent document summarization, and customer behavior modeling. My work leverages advanced technologies such as Transformers (BERT, RoBERTa, GPT), AWS SageMaker, Azure OpenAI, GCP Vertex AI, PyTorch, and TensorFlow.I bring a deep understanding of cloud infrastructure, MLOps, and CI/CD pipelines, ensuring efficient model deployment and lifecycle management. Known for translating complex data challenges into actionable insights, I have a strong track record of cross-functional collaboration and delivering high-impact solutions aligned with business goals.Currently open to senior-level opportunities in Machine Learning or Generative AI, where I can contribute technical leadership, deep domain knowledge, and a passion for innovation.

Experience

1. Senior Machine Learning Engineer

   Fidelity Investments

   Jul 2022 — Present