Suchandra Datta's Projects
Fine-tuning bert-base-multilingual-cased on Wikiann dataset for performing NER on Bengali language
My classmate and I developed a bit level encryption algorithm using chaos (version1) under the guidance of our professor Dr. Asoke Nath which was eventually published as a paper in IJCSE. The code for the algorithm and our paper is present in this repository. This was done during our undergraduate studies.
A web app accessed from web browsers that predicts emotion from images uploaded to it and displays quotes based on the emotion detected. Tech used: Python, Keras API, Tensorflowjs, JavaScript, HTML,5, CSS3 and Firebase.
A system has been developed which detects the face of individuals from webcam and predicts the emotion of the individual using CNN or convolutional neural networks with an accuracy of 63.5%. This work is published as a paper in IJEAT. The pdf of the paper is included in the repo.
A web app that supports CRUD operations like saving product details, searching for products based on product name, category, filtering and sorting on price, quantity, expiry date, deleting specific products, updating details of products. Nodejs(Express) and Firebase Firestore used.
Code for regression/classification from scratch, transfer learning for image classifier, text classifier
Building an RNN model from scratch to predict job title from a given job description
Simulations of things I find interesting like Google Foobar Challenge, Stranger Things Wall Scene, Enigma Machine(simple version) using HTML, CSS(and Python only for Foobar). Live demo at my Codepen linked below
Adding a profile README
Responsive Portfolio Website. What I learnt -> HTML5, CSS3, JavaScript, Bootstrap4, DOM manipulations, site optimization
Exploring what's under the hood of transformer-based architectures and documenting my findings.