Miscellaneous 

1. Distributed Voting application using ethereum smart contracts and trupple :

2. Review summarizer using encoder decoder:

3. Lyrics Generator using neural network

4. Abuse detector in Bengali using attention based CNN LSTM and GRU network :

achieved  90% accuracy using 10 fold cross validation  ( code )  ( data ) 

5. Image classifier using transfer learning from Mnet using Keras:

  developed a CNN using Transfer learning for image classification with 99% accuracy ( code ) 

6. Handwritten digit recognition using Siamese Network using triplet loss:

    Implemented a Siamese network for handwritten digit recognition using keras ( code ) 

7. Emotion Analyzer using Res Net:

        Implemented a residual net architecture for analyzing emotions from images ( code ) ( data ) 

8. Sentiment analysis using BERT:

        Implemented a model using BERT fort sentiment analysis with pyTorch ( code ) ( data ) 

9. Segmentation of customers using K means and PCA:

            Segmented the customers of a Bank using K means clustering and PCA ( code ) 

10. Data Visualization of customers using K means :

            Segmented the customers of a Bank using K means clustering and PCA ( code ) 

11. Crime zone predictor by geo spatial data:

           Analyzed the geo spatial crime record data  ( code ) 

12. Web app using Stream Lit :

visualize data using SVM, Random Forrest and Logistic Regression ( code ) 

13. Spanish to English translator using neural machine translation:

     build a encoder decoder structure to translate spanish to english ( code ) 

Undergrad Projects:

1. Classification using Perceptron, A pattern recognition project where multiple classes of

objects are present and keslar and tiling algorithm is used for classification using JavaFX .

2. . Text Auto correction, A pattern recognition project where an input word is auto corrected

or a word is predicted for correction using edit distance algorithm using JavaFX.

3. Object Classification using Context Dependent Search, A pattern recognition project where

an object is classified with the help of context using Viterbi Algorithm using JavaFX.

4. An artificially intelligent article topic identifier by k-nearest neighbor method using JavaFX

5. An artificially intelligent software for diagnosing cancer by decision tree learning method

using JavaFX

6. An artificially intelligent n queen game using JavaFX

7. An artificially intelligent unbeatable tic tack toe game using JavaFX

8. 6-bit ALU, Digital System Design Project In this project a 6-bit ALU was made using MSI

gates.

9. Digital Counter using micro-controller This is a digital counter with AtMega32 which has

the features like count up, countdown, reset, pause, resume.

10. A plotting software using Matlab, JavaFX .

11. Modification of NS2 in as a part of undergraduate thesis by implementing flooding

12. A simple online MCQ exam system featuring file transfer , timer , auto update , online auto

save, copy checking , version control, multithreading using only Java , basic socket client

connection

13. A full-fledged website for e-learning using PHP, HTML, SQL, Codeigniter

14. An Online Exam System using JSP, Oracle , Java , Javascript

15. Image Viewer and editor in java

16. A simple Car Racing Game using C and igraphics

17. A simple Ludo game using C and OpenGL