May 2022 – Sep 2023 · 1 yr 4 mos · Bengaluru, Karnataka, India · Remote

Jul 2021 – Apr 2022 · 9 mos · Hyderabad, Telangana, India

Jun 2020 – Aug 2020 · 2 mos · New York, New York, United States

Nov 2019 – Jun 2020 · 7 mos · Greater Tokyo Area

Jun 2019 – Jul 2019 · 1 mo · Greater Jaipur Area

• Parking Lot Automation
• Developed a python script to detect free spaces in a parking lot and display their position on screen with the help of Computer Vision
• Implemented Mask-RCNN using it's pretrained weights on COCO dataset to detect vehicles in a frame extracted from a real time video
• Predicted whether a parking space is empty on the basis of its IoU with detected vehicles and achieved 97% accuracy on a real time video

May 2019 – Jun 2019 · 1 mo · Greater Jaipur Area

• Automation of Visual Inspection of Impeller using AI
• Implemented a CNN (VGG16 architecture) to inspect the defect on the chamfered edges of impeller (part of VE Diesel pump)
• Preprocessed the images using Otsu's thresholding method and achieved an accuracy of 93.89% when tested on 250 images

May 2018 – Jul 2018 · 2 mos · Work From Home

• Project 1: Used CNN (Inception architecture) to detect the adult content and achieved an accuracy of 95.16% for 1000 test images
• Project 2: Used CNN (ResNet50 architecture) to detect the type of tumor diagnosis(benign or malignant) with an accuracy of 97.16%
• Used data augmentation to evenly distribute the data and also to increase size of the dataset which resultantly increased the accuracy