NELLORE SAI NIKHIL 21BCE8845

Machine Learning Intern

Intrain Tech•  October 2023 - November 2023•  Remote

Developed High-Performance Model for Loan Approval: processed and examined more than 10,000 customer records, using the Extra Trees Classifier to achieve 95% accuracy. Led the development and deployment of a real-time loan prediction model in Flask, streamlining the loan application process and boosting customer satisfaction by 10%. Achieved 91.6% precision, 91.1% recall, and a 95.2% F1-score by monitoring and maintaining model reliability using key measures. This ensured robust model performance.