Amay Trivedi Email & Phone Number

Bengaluru, Karnataka, India

Pune, Maharashtra, India

• Automated the data preparation and massaging process by developing an orchestration framework, resulting in significantly reduced processing time and improved efficiency by 5 times than earlier process.
• Analysed business requirements and implemented efficient data pipelines by ingesting data into SQL, enabling seamless integration with downstream processes.
• Applied various aggregations and feature engineering techniques prior to model building, enhancing model accuracy and predictive power.
• Developed robust machine learning ensemble architectures and neural networks model on Keras and Pytorch to detect fraudulent cases, achieving high performance and accuracy.
• Utilised confusion matrix, ROC-AUC curve, and scikit-learn's evaluation metrics as an evaluation metric, providing a clear understanding of model performance and guiding future model development.
• Utilised the shapely tool to conduct feature analysis and identify key features with high sensitivity towards the model, leading to a deeper understanding of the data and model performance.

Pune, Maharashtra, India

Bangalore, India

Postgraduate Degree, Machine Learning And Artificial Intelligence

Bachelor Of Engineering, Information Technology