Ashish Goyal

Experience

• 

  Monsoon CreditTech

  Feb 2022 - now

  Machine Learning Engineer

  - Collaborated with major banks and non-banking financial corporations (NBFCs) to develop and implement advanced machine learning models for optimizing credit risk assessment, enabling more accurate and informed loan underwriting decisions.- Developed and deployed risk mitigation strategies by leveraging predictive models to identify low-risk customers for targeted cross-selling of financial products, effectively managing credit exposure.- Designed and implemented cutting-edge algorithms and machine learning models for detecting fraudulent customers and activities, significantly enhancing fraud prevention measures and safeguarding financial institutions from potential losses.- Architected and built robust, scalable REST APIs for serving and deploying machine learning models at scale, ensuring seamless integration with existing systems and facilitating real-time predictions.- Implemented an end-to-end modeling pipeline for automating the process of building machine learning models for credit risk assessment, encompassing data preprocessing, feature engineering, selection, and hyperparameter tuning, streamlining the entire model development lifecycle. Show less