Aspiring Data Scientist | Python Enthusiast | ML & CV Enthusiast 📊Welcome to my LinkedIn profile! I'm Shivang Singh, a dynamic Data Science enthusiast currently pursuing a Bachelor's in Computer Science and Engineering at IIIT Sri City. Leveraging my skills in Python, Numpy, Pandas, and Scikit Learn, I am passionate about crafting innovative solutions to real-world problems.🔍 Exploring the World of Federated Learning:Currently engaged in a research internship, I am developing a privacy-preserving finger vein verification framework (FedFV) using federated learning. My work involves implementing transfer learning with MobileNetV2, reducing communication overhead.📈 Telco Churn Analysis Maven:In a personal project, I engineered a predictive model using decision trees and random forests to effectively categorize customer churn. With features like gender, monthly expenses, and payment methods, I achieved remarkable results, showcasing my proficiency in data science and predictive modelling.🏏 IPL Win Predictor Prodigy:As a self-driven project, I crafted and deployed a highly accurate machine-learning model to predict the win probability of IPL teams in matches. Achieving an impressive 85% accuracy rate, my passion for data-driven insights and analytics shines through.💻 Tech Stack:Python | Numpy | Pandas | Scikit Learn | TensorFlow | Flask | SQL | Data Visualization (Matplotlib, Seaborn) | Google Cloud Platform🎓 Education:Pursuing a Bachelor of Technology in Computer Science and Engineering at IIIT Sri City with a 8.2 CGPA🏆 Achievements and Responsibilities:Co-lead at Matrix Club, IIIT Sri City, organizing engaging data science quizzes and hackathons.Domain Lead (Computer Vision) at Epoch Club, IIIT Sri City, conducting ML and DL boot camps.State Level Table Tennis Player with multiple gold medals.🔗 Let's connect! I'm open to collaboration, networking, and exploring exciting opportunities in the world of data. Feel free to reach out for a chat or to discuss potential collaborations.