Monisha Ravi

Seeking a challenging role in a reputable organization where can apply analytical and technical skills to contribute effectively. Eager to leverage knowledge and interpersonal abilities to support organizational goals and drive meaningful results. Committed to continuous learning, professional growth, and taking on responsibilities that enhance both personal and organizational success. Looking for opportunities to work on innovative projects, solve complex problems, and make a measurable impact.

• Machine Learning and Data Analytics
• Master Programming has been completed successfully(Besant Technologies, Rajajinagar, Bangalore)

Flight Price Predictions (Python, Machine Learning), Developed a Machine Learning predictive model that predicts the flight price based on user's source and destination., Performed data analysis to estimate the important features that affects the output features called price., Performed Exploratory Data Analysis to make the data clean like handling missing values, outliers, object, columns, date and time columns etc., Divide data using train_test_split for training and testing., Finally, Built a flight price prediction model using Random Forest Regressor and performed hyper parameter tuning to increase the accuracy., 

HR Analytic Dashboard using(Power BI), This Project will involve building data models, and creating interactive visualizations and reports using Power BI to provide real-time insights into sales performance, identify trends and forecast future sales. This project will showcase the power of data visualization in HR Management and facilitate informed decision-making for organizational success. We use time intelligence functions to compare performance across multiple financial years, enhancing Business Intelligence(BI).

Library Management System (SQL)

Tracking the details about the books in library, their price, status and books available and converting into automated system., The system provides functionalities for book search, borrowing, returning, and user management, facilitating seamless library operations., Populate the database with book data, including titles, authors, genres, publication years, and borrower information., Implement functionalities to add, update, and delete books from the library inventory.