Karanveer Singh

Detail-oriented and highly motivated Data Science graduate with hands-on experience in machine learning, data analysis, and visualization. Recent graduate from Red River College, skilled in Python, SQL, and Scikit-learn. Currently working in a customer-facing role at Walmart, enhancing public dealing and problem-solving abilities. Eager to apply technical expertise to meaningful projects, especially in data analysis and machine learning, to drive business impact.

Healthcare Institute, Winnipeg, MB, 06/2024, 08/2024,

• Enhanced app usability through feature updates, including CSV upload, column selection for machine learning, and improved user interface design.,
• Designed and implemented pagination for efficient data review and submission processes.

• CIFAR10 Image Classification: Built CNN models to classify images in the CIFAR10 dataset using both from-scratch and transfer learning techniques.
• Stock Price Prediction: Developed a Python-based machine learning model using sci-kit-learn to predict stock prices, visualizing trends through Matplotlib and Seaborn.
• Autoencoder for Image Compression: Implemented an autoencoder model for efficient image encoding and decoding, optimizing memory use.
• PCA for Customer Segmentation: Used Principal Component Analysis to segment customers, aiding in the development of targeted marketing strategies.
• Decision Trees for Student Performance: Built and optimized a decision tree classifier to analyze the impact of various factors on student performance.
• Random Forest and Ensemble Learning: Compared random forests with other models, using ensemble learning techniques to improve prediction accuracy.
• Spam Classifier: Developed a spam classifier for YouTube comments, applying TF-IDF and sci-kit-learn to detect and filter spam.

• Foundations: Data, Data, Everywhere - Google
• You Need A Career Development Plan - LinkedIn
• The 10 Pillars of Customer Experience - LinkedIn