maulik jagtap

I work at the intersection of enterprise software engineering and technical consulting, helping global clients adopt secure, scalable digital collaboration solutions. Key Contributions: • Design and implement backend software solutions aligned with complex enterprise and regulatory requirements • Act as technical consultant for GlobalX, a secure platform for cross-company communication and data exchange • Translate client business needs into robust system architectures and production-ready implementat

Developed and deployed machine learning solutions for 3Digital Twin, an enterprise platform aimed at automating and optimizing industrial engineering processes. Key Contributions: • Designed and implemented CNN-based machine learning models to transform 3D point cloud data into precise CAD models • Built scalable data preprocessing and feature engineering pipelines to improve model accuracy and robustness • Reduced manual CAD modeling effort by enabling automated geometric feature extraction • Analyzed lar

Master’s thesis focused on improving industrial object recognition by fusing visual data with physical object properties. • Developed CNN-based classification models using RGB and depth images • Implemented multi-view CNN (MVCNN) architectures to improve robustness across object orientations • Fused physical properties (height, width, depth, weight) with visual features to improve classification accuracy • Worked with Intel RealSense RGB-D cameras for data acquisition • Implemented camera calibration and p

Worked as a student researcher supporting AI-based industrial object recognition projects. • Generated synthetic image datasets to improve model generalization • Developed a Python-based GUI (Tkinter) for automated image acquisition • Integrated Intel RealSense cameras for synchronized RGB-D data capture • Performed camera calibration and preprocessing for computer vision pipelines • Supported data preparation for CNN training workflows

Automated Forest Inspection of dead and dying trees affected by bark beetles.