Narendra Singh

Managed data science lab operations, encouraged collaboration and innovation within a team of 5 professionals. Collaborated on updating the data science curriculum, integrating industry best practices for a dynamic learning environment. Mentored students on real-world data science projects, ensuring practical application of skills. Experience in deploying and managing machine learning models on cloud platforms, including Microsoft Azure.

Designed a multi-class brain tumor classification model using CNNs, achieving accurate classification across 4 categories. Enhanced image variability and reduced model overfitting through advanced data augmentation techniques. Utilized OpenCV, TensorFlow/Keras, and Scikit-learn to build and train the model, improving diagnostic accuracy.