Isheeta Roy

Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.

• Business Fundamentals: Marketing Strategy
• Marketing Customer Analytics, segmentation and Targeting

Medical Image Segmentation using U-Net

• We gathered 882 breast mass ultrasound images to develop the deep learning segmentation methods to classify the images amongst benign, malignant or normal.
• We implemented the U-Net architecture with CK blocks, instead of traditional convolutional blocks (SK Blocks) which increased our segmentation process by 2%.
• We benchmarked with the existing U-Net architecture to measure the accuracy.

Garment Production System

• We designed a process to computerize the garment production system.
• We have designed the DFD (Data Flow Diagram) for order placing, order processing and order delivery.
• Network Diagram was designed to estimate the earliest time in which the whole process will be completed.
• Gantt chart is a graphical representation that helps us to understand which process too how much time to complete.