Mihir Chovatiya

Excel VBA Macro: Developed Excel VBA macros and user interfaces, contributing to a 15% increase in automation within Excel-based processes.  Seamlessly integrated VBA with other technologies, providing dynamic solutions aligned with business needs.  Applied Excel VBA expertise to automate complex data processes, improving overall workflow efficiency.  Worked with a team in leveraging Dataiku for comprehensive data analysis, achieving a 25% improvement in data accuracy.  Business Analysis

 Abstract: Enhancing trust in object detection models by integrating Explainable Artificial Intelligence (XAI) methodologies. The core objective was to train a Convolutional Neural Network (CNN) model utilizing a synthetic data from digital twins and real-world mechanical data, ensuring the model's trustworthiness and performance. To achieve this, I’ve used the Local Interpretable Model-Agnostic Explanations (LIME) method to elucidate the decision-making process of the YOLOv5 model.