I am Anand Goud. P, a dedicated Machine Learning Engineer/MLOps Engineer with a strong foundation in mathematics and technology. I hold a B.Sc in Computer Science, an M.Sc in Mathematics, and an M.Tech in Computational Engineering and Networking from Amrita University, with international experience through my thesis at KTH, Sweden via the ERASMUS MUNDUS program.Over my career, I have developed expertise in delivering machine learning solutions and deploying models at scale. My journey began at Scope International (Standard Chartered Bank, Chennai), where I worked as a Product Analyst, recognized for creating innovative solutions for global software systems. I later transitioned into Tata Consultancy Services (TCS), collaborating with PwC to deliver cutting-edge AI and MLOps solutions.Key roles I've held include: • Machine Learning Engineer (T-Mobile) - [June 2024 - Present] • Machine Learning/MLOps Engineer (PwC Global) - [Nov 2020 - May 2024] • Data Engineer (PwC Global) - [Mar 2019 - Oct 2020] • Developer/Support Analyst (PwC Global) - [Apr 2014 - Feb 2019] • Product Analyst (Standard Chartered Bank) - [Apr 2010 - Apr 2014]In my work, I have led initiatives in model development, training, and deployment using TensorFlow, PyTorch, and scikit-learn. My focus has been on building robust MLOps frameworks, integrating Azure DevOps for continuous integration, and managing model deployment with tools like MLflow. I specialize in scaling machine learning workflows in cloud environments, particularly Azure, and have extensive experience with containerization, Kubernetes, and CI/CD pipelines.Notable Achievements: • Designed and implemented scalable MLOps frameworks for streamlined model training, evaluation, and deployment. • Integrated MLflow for seamless model experimentation, tracking, and deployment. • Built and optimized predictive models using Databricks, XGBoost, and Spacy for tasks such as customer intent prediction and NER. • Deployed Dockerized ML models on Azure Kubernetes Service (AKS) and implemented monitoring with Splunk and Rancher.I'm passionate about leveraging AI and ML to drive business outcomes and constantly push the boundaries of technology through innovation and automation.