Karthik is a Data Scientist and Machine Learning Engineer with extensive experience in developing practical AI solutions that create sustainable business value. He has expertise in Machine Learning, Deep Learning, Computer Vision, NLP, Generative AI, as well as recommendation systems and cloud-based data platforms. His focus is on developing scalable end-to-end AI applications – from data acquisition through modeling and deployment to monitoring production systems. He is proficient in MLOps technologies, CI/CD, Docker, Kubernetes, MLflow, as well as AWS and Azure, and possesses in-depth knowledge of Python, SQL, data engineering, and ETL processes. Karthik has worked in research, corporate, and production environments, processed complex datasets, and developed scalable machine learning systems for thousands of users. He particularly values collaboration in innovative teams and the dynamics of startup environments.