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bengali_language_ner

Fine-tuning bert-base-multilingual-cased on Wikiann dataset for performing NER on Bengali language

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.

chrome_extensions

competitive_programming_practice

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.

exabyte_2020

flask_apis

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.

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.

machinelearningprojects

Code for regression/classification from scratch, transfer learning for image classifier, text classifier

medicare_fraud_detection

rnn_from_scratch_ds_jobs_analysis

Building an RNN model from scratch to predict job title from a given job description

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

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.