Suchandra Datta's repositories
bengali_language_NER
Fine-tuning bert-base-multilingual-cased on Wikiann dataset for performing NER on Bengali language
MachineLearningProjects
Code for regression/classification from scratch, transfer learning for image classifier, text classifier
Bit_Level_Encryption_Using_Chaos_V1
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.
Emotion_Detection_Web_App
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.
Home_Inventory_System
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.
RNN_from_scratch_ds_jobs_analysis
Building an RNN model from scratch to predict job title from a given job description
SuchandraDatta.github.io
Responsive Portfolio Website. What I learnt -> HTML5, CSS3, JavaScript, Bootstrap4, DOM manipulations, site optimization
transformers_deep_dive
Exploring what's under the hood of transformer-based architectures and documenting my findings.
GraduationProject
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.
Simple_JS_Simulations
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
SuchandraDatta
Adding a profile README