J Muthu Subramanian

Data Scientist @Flip Robo Technologies Llc

Bengaluru, IN

Trained different Machine Learning models using classification and regression algorithms like Linear Regression, Random Forest, KNN, SVM, Adaboost, Gradient Boosting, XGBoost, Bagging, Decision Tree, Neural Networks, etc.Gained hands-on experience with data visualization and exploratory data analysis.Web scraping projects done using tools like Beautiful Soup and Selenium.Developed effective presentations and visualizations to communicate complex technical concepts to non-technical stakeholders.Following are some of the projects done in Data Science and Machine Learning:1. Project: Insurance claim fraud detectionProblem Statement: To predict whether an auto insurance claim is faudulent or legitimate.Tech Stack: Python, Numpy, Pandas, Seaborn, Matplotlib, Statistical methods, ExcelSolution: Predicted fraudulent insurance claims with an accuracy of 88.73%.2. Project: Zomato restaurantProblem Statement: To predict average cost for two and price range in different restaurants across the world.Tech Stack: Python, Numpy, Pandas, Seaborn, Matplotlib, Statistical methodsSolution: Predicted average cost for two with an accuracy of 84.03% and price range with an accuracy of 94.19%.3. Project: Temperature forecastProblem Statement: To forecast the minimum and maximum temperature for the next day.Tech Stack: Python, Numpy, Pandas, Seaborn, Matplotlib, Statistical methodsSolution: Predicted next day minimum temperature with an accuracy of 85.55% and maximum temperature with an accuracy of 91.56%.4. Project: Library management systemProblem Statement: To build a library management system and answer complex queries.Tech Stack: MySQLSoution: Built a library management system and performed complex MySQL queries using joins, subqueries, group by, order by, views, etc.