Computer Vision Developer

• May 2021 - Present

Metadome is a metaverse that provides the no-code infrastructure to millions of creators and brands to build immersive experiences for the virtual world. Metadome is a persistent virtual world, and all experiences (including shopping) will be driven by 3D and AR/VR. Brands will be able to represent themselves in Metadome, and creators will be able to engage through tools that allow everyone to interact, collaborate, learn, play, work, create, trade, transact and buy virtual goods. Metadome is a metaverse that provides the no-code infrastructure to millions of creators and brands to build immersive experiences for the virtual world. Metadome is a persistent virtual world, and all experiences (including shopping) will be driven by 3D and AR/VR. Brands will be able to represent themselves in Metadome, and creators will be able to engage through tools that allow everyone to interact, collaborate, learn, play, work, create, trade, transact and buy virtual goods.

Machine Learning Engineer

• May 2020 - Sep 2020

Project Title: Digitisation of complex Engineering Drawings using Computer Vision and Deep Learning • Applied Connected Component Algorithm to separate texts and noises from the given Engineering Drawing image • Recognized and eliminated the connecting wires based on Hough Line Transform and length threshold respectively • Localized the symbol's position in the image by Contour Detection followed by Contour Merging based on proximity • Trained CNN model to classify 140 classes of symbol-using resnet-50 architecture and achieved an accuracy of 97% • Created a NetworkX graph (stored in XML) based on connection information of symbol for the aid of visualization

Vice Captain, Elocution

• Jul 2019 - Apr 2020

Undergraduate Research Trainee

• Dec 2019 - Feb 2020

Principal Instructor: Prof. Pranab Kumar Dutta, Department of Electrical Engineering, IIT Kharagpur • Trained a CNN model on the CT scan images of lungs to predict if the lungs are benign or malignant in nature • Used Otsu's algorithm to perform Image Segmentation on CT scan images of lungs to extract the Region of Interest • Improved classification performance from the accuracy of 65% to 89% by transfer learning using VGG Architecture Principal Instructor: Prof. Pranab Kumar Dutta, Department of Electrical Engineering, IIT Kharagpur • Trained a CNN model on the CT scan images of lungs to predict if the lungs are benign or malignant in nature • Used Otsu's algorithm to perform Image Segmentation on CT scan images of lungs to extract the Region of Interest • Improved classification performance from the accuracy of 65% to 89% by transfer learning using VGG Architecture

Data Science Internship

• May 2019 - Jul 2019

Information Extraction using MITIE and Spacy: • Developed a Spacy model to parse start date, end date, cost and other relevant data from a software licensed pdf • Improved performance of the spacy model, by training another model using MIT Information Extraction software Software Testing and Data Retrieval using IoT: • Worked on improving BangDB 2.0 Software by writing test cases for BangDB 2.0 in C and C++ • Used open source SWIG software to wrap BangBD 2.0's C++ code to make it compatible with Python platform • Prepared a report on Data Retrieval of AC's temperature, current and voltage by using Arduino and IoT sensors

Secretary Hockey Sport

• Aug 2018 - May 2019

• Won Silver in General Championship Sports as a part of the Hockey team of Meghnad Saha Hall of Residence • Successfully managed a budget of Rs 52,400 for Hockey Sport Meghnad Saha Hall of Residence, IIT Kharagpur • Organized team meetings for better implementation of strategies which led the team to secure Silver

ChemQuest

• Mar 2019 - Apr 2019

• Member of Bronze winning ChemQuest team of Meghnad Saha Hall of Residence in General Championship • Designed a Mechanical structure for an 8 km long pipe for the transportation of remains of Diethylene glycol(DEG) • Designed a Receiving system to store the remains of Diethylene glycol(DEG) at the factory

Head Of Unit

• Jul 2017 - May 2019

•Led a team of 82 students comprising of separate teams each for teaching, plantation, water survey, and logistics •Created awareness on issues like female infanticide, dowry and alcohol abuse by organizing rallies and street plays in the villages •Organised blood donation camp, conducted a cloth collection drive for underprivileged people of Poriapara and Balrampur villages near the campus premises. • Raised funds of worth Rs 4,800 for Kerela flood victims from nearby villages and residents of IIT Kharagpur