Developed my expertise in machine learning by completing core specializations in Data Science. Analyzed different industries dataset for designing algorithms related to predictive modeling but not limited to energy, medical, automotive, housing, traffic, banking, and education. At present, giving solutions to customers in Data Science as a Freelancer and an Independent Contractor.
Recently provided Machine Learning solutions to JND Financial LLC (US Firm) for post-secondary student’s loan approval. Designed a model through Deep Neural Network using Keras for predicting loan application outcomes in terms of accepted or rejected, assisted through binary classification, data visualization, feature engineering, and statistical analysis. The post-secondary college data of IPEDS (Integrated Postsecondary Education Data System) comprises earnings, repayment, completion rate and many more are utilized. The model is efficient as the training and validation loss is almost the same with accuracy 0.87
Predicted Accident Risks on the basis of the United States, USA traffic data from different borough locations information. Deep Learning Neural Network-based designed model with accuracy above 90%. A classification problem involving text mining and data visualization.
I can share my Data Science work on your request. Looking forward to discussing this with you