Kripal Singh

WORK HISTORY

EDUCATION

ABOUT KRIPAL SINGH

As a Senior Machine Learning Engineer at Harman International, I bring over 8 years of experience in developing and deploying advanced AI solutions across multiple industries, with a primary focus on automotive technologies. My expertise spans across machine learning, deep learning, and generative AI, where I specialize in creating RAG-based chatbots, optimizing over-the-air (OTA) software updates, and developing personalized in-car user experiences.Throughout my career, I have been responsible for the end-to-end development of machine learning models, from data preparation and feature engineering to deployment and monitoring in production environments. I have extensive experience in implementing MLOps practices to ensure scalable, maintainable, and efficient workflows.Key highlights of my work include:Designing and deploying machine learning models, including Random Forest, XGBoost, and deep learning architectures for predictive maintenance and process optimization.Leveraging generative AI and LLMs to build intelligent, scalable chatbots that provide market insights and customer support.Utilizing MLOps to ensure the continuous integration, deployment, and monitoring of AI systems in cloud environments.Developing AI-powered solutions for fault detection, root cause analysis, and predictive maintenance in automotive systems.With a background in Production Engineering from IIT Delhi and a Postgraduate Diploma in Machine Learning & AI from Bangalore, I am passionate about pushing the boundaries of AI and driving innovative solutions that deliver real-world business impactI am passionate about harnessing the power of data to drive innovation and efficiency in various industries. Let\'s connect and explore how we can collaborate on groundbreaking AI and machine learning projects-Feel free to connect with me on LinkedIn or reach out to discuss potential opportunities or collaborations.