Developed my expertise in machine learning by completing core specializations in Data Science (including IBM assignments and capstone projects on historic datasets of different industries). Not only completed eighteen certifications in Data Science but also enrolled in another specialization consisting of seven certifications (enhancing my skills in Computer Vision, NLP and Large Hadron Collider). 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 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. A well comprehensive report is provided too.
I can share my Data Science work related to the presentation, report, and Python Programming for your perusal. Looking forward to discussing this with you.