SiriChandana Macha

About Me

• 👩‍💻 Tech enthusiast building open-source tools for learning
• 📚 Love exploring open-source, learning new tools, and sharing knowledge.
• 🤝 Here to collaborate, contribute, and grow with the GitLab community!

Projects

• HotelPricePrediction Using Machine Learning: Developing a machine learning model to predict hotel prices based on factors such as star rating, review rating, and amenities offered by the hotel. By collecting and analyzing data from (https://www.trivago.com/), the model will explore the relationships and correlations among these factors to accurately forecast hotel room prices.

• CreditCard Approval System: A Credit Card Approval System built using Random Forest and Decision Tree Classifiers to predict credit card approval based on customer data. The dataset is sourced from Kaggle and is used to preprocess data, train machine learning models, and evaluate their performance using accuracy and other metrics..