Prajwal Nagraj

Software Engineer

TOYOTA•  September 2022 - Present

EXPERIENCE: Engineer | Toyota Kirloskar Auto Parts Pvt Ltd | Bangalore, Karnataka | 05/09/22. 1. Vision Inspection Model. • Developed and implemented a cutting-edge computer vision inspection model for quality control in automotive parts production. • Developed and fine-tuned machine learning algorithms utilizing TensorFlow and OpenCV to perform real-time defect detection and classification on manufacturing lines. • Collaborated closely with cross-functional teams, including production engineers and quality assurance, to understand the specific quality standards and requirements of the parts. • Successfully reduced the rate of defective parts by 15%, resulting in an estimated cost savings of 2 million annually through improved quality control and reduced rework. • Designed and executed comprehensive testing procedures, collecting and analyzing large datasets to ensure the model's accuracy and robustness in a production environment. • Optimized the model's inference speed, enabling real-time processing of high-resolution images and minimizing production line disruptions. • Implemented a user-friendly interface for operators to interact with the vision inspection system, facilitating easy monitoring and adjustments. 2. Data Analytics and Interpretation. • Design and implementation of a comprehensive data analytics model aimed at optimizing manufacturing processes. developed custom algorithms and predictive models using Python and relevant libraries (pandas, scikit-learn) to forecast demand enhance just-in-time delivery strategies. • Implemented data visualization tools such as Power bi to create interactive dashboards, enabling real-time monitoring of key metrics and empowering stakeholders to make informed decisions. • Conducted thorough data quality assessments, identified anomalies and implemented data cleansing procedures, ensuring accurate and reliable model outputs.