Projects

AIDE - Artificial Intelligence Guide for Visually Impaired

Description: Developed AIDE (An audio guide for visually impaired persons navigation and assistance). The project is an improved implementation of YOLO v3 Algorithm for object detection and classification and Canny’s Edge detection algorithm for lane detection and navigation.

Technologies: Python, OpenCV, YOLO v3, Computer Vision, Edge Detection

STOCKDL - Efficient Prediction of Annual Yield from Stocks Using Hybrid Deep Learning

Description: A financial deep learning library for stocks price prediction and comparison with traditional investment strategies. The Library is based on LSTM-Neural Networks and Conv1D + LSTM Neural Networks.

Technologies: Python, TensorFlow, LSTM, Conv1D, Financial Analysis

IMGPROVE - Image Super-Resolution

Description: Developed deep-learning solution to improve the quality of low-resolution images. This API improves the resolution of a 100x100 image to 400x400. Also helpful in optimizing data storage in cloud based servers without compromising much with the quality of the image.

Technologies: Python, Deep Learning, Image Processing, API Development

Team Projects

AGNI: Advanced Guard for Navigating Internet

Description: Developed as Major Project (Thesis Project) for Bachelor of Technology (CSE). A custom client safe browser with obscenity blocking in images using computer vision algorithms and deep neural networks (MobileNet), and Obscenity blocking in texts using Bert Classifier. To enable obscenity blocking in Videos, we employed Video summarisation techniques to extract keyframes, and check for obscenity based on the response from the image model.

Technologies: Computer Vision, MobileNet, BERT, Video Processing, Web Development

VIHANCED: Video Super Resolution for Edge Devices

Description: Developed as Minor Project for Bachelor of Technology (CSE). Published in DELCON 2023.

Technologies: Video Processing, Edge Computing, Deep Learning

Mallaca Trade: Fostering Singapore-India Trade using AI and BlockChain

Description: OCR to digitize the forms issued by ACRA (Singapore) and Ministry of MSME (India). BlockChain-based smart contracts to facilitate trust between the partners, and for legal implications.

Technologies: OCR, Blockchain, Smart Contracts, AI

Re-Energise

Description: Roof top area calculation from satellite images, to calculate energy savings by painting roofs with a more reflective color.

Technologies: Satellite Image Processing, Computer Vision, Energy Analysis

Sangmanch

Description: Automated portal for internal co-ordinations between Indian Council for Cultural Centres, and Indian Cultural Centres abroad.

Technologies: Web Development, Automation, Database Management