Learn more about me

Computer Science & Engineering Undergraduate

  • College: Heritage Institute of Technology
  • Degree: Bachelor of Technology
  • CGPA: 9.0/10

Research Interests:

  • Natural Language Processing
  • Information Retrieval
  • Human-Computer Interaction

  • Data Mining
  • Recommender System
  • Machine Learning & Deep Learning

Skills & Interests











Machine Learning

Recommender System


Check My Resume



Computer Science Undergraduate with research experience in multidisciplinary projects. Interested in devising a better problem-solving method for challenging open-ended problems and learning new technologies and tools.


Bachelor of Technology

in Computer Science & Engineering

July 2018 - Exp June 2022

Heritage Institute of Technology, Kolkata, WB, India


Summary Generation using NLP Techniques and Cosine Similarity

December 2021 - Virtual Mode

21st International Conference on Intelligent Systems Design and Applications (ISDA 2021)

  • Conference paper accepted in ISDA 2021, the link will be updated once published.
  • Link: Springer Link
  • Link (camera-ready version): PDF

Professional Experience

Mitacs Globalink Research Internship

May 2021 - July 2021

Athabasca University, Edmonton, AB, Canada

Supervisor: Dr. Maiga Chang, Full Professor

  • Laid the foundation research on Automatic Answering Service for Coronavirus Question.
  • Made a web-based system that correctly identifies the keys from a question and summarizes the associated relevant content to make the user satisfied.
  • Periodically ran backend services to process a large amount of this pure text data (i.e., 236,336 academic full-text literature as of July 19, 2021) with basic Natural Language Processing techniques that include tokenization, n-grams extraction, and part-of-speech tagging.
  • Processed the documents by extracting the sentences, followed by the extraction of Ngrams in a sentence.
  • Visit: Automatic Answering Service for Coronavirus Question

Amazon Alexa Student Influencer

June 2020 - June 2021

Amazon, Bangalore WTC, India

Mentor: Karthik Ragubathy, Senior Solutions Architect at Amazon, India

Summer Research Internship

June 2020 - Aug 2020

Indian Institute of Technology, Kharagpur, WB, India

Supervisor: Dr. Pabitra Mitra, Professor

  • Kick-started the research on Landcover Classification in Satellite Images.
  • Performed Literature Reviews on several Semantic Segmentation algorithms and techniques.
  • Collected and analyzed data from various sources.
  • Visit: Notebook on Basic Semantic Segmentation

Summer Internship

May 2020 - July 2020

Elahe Technologies, Kolkata, WB, India

Supervisor: Dr. Prosenjit Gupta, Professor

  • Performed sentiment analysis on 346,355 Amazon HPC Reviews and trained our model to perform prediction on the new dataset.
  • Vectorized the dataset using the Tf-Idf as well as Word2Vec to vectorize the whole dataset into a feature vector.
  • Trained the model using multiple pre-trained models on non-skewed data set and compare the models based on accuracy.
  • Achieved an accuracy of approximately 85 percent.
  • Visit: Sentiment analysis on Amazon HPC Reviews

Research Projects

Text Classification using Graph Neural Networks

November 2021 - July 2022

Heritage Institute of Technology, Kolkata, WB, India

Supervisor: Dr. Dinabandhu Bhandari, Professor

  • Performed Text Classification on Reuters-21578 R8 Dataset.
  • Used sentence level Graphs to reduce the load of computation in the GNN.
  • It achieved approximately 97\% accuracy and it outperformed most common classical machine learning algorithms.

Self Projects

Weathering with you

  • Created a weather forecast web app using OpenWeatherMap API to fetch weather information, mapbox API to fetch geolocation information, and build a front-end using HTML CSS and Bootstrap.
  • Visit: Weathering with you

Pokemon Data Analysis

  • Cleaned the dataset using regular expressions
  • Analyzed Pokemon Dataset using Pandas, Matplotlib, and other data visualization tools.
  • Visit: Pokemon Data Analysis

Evergreen Bot

  • Created a Python Bot for GitHub commits, which is capable to fetch a quote from Forismatic API and commit the data in the past to make your timeline evergreen.
  • Visit: Evergreen Bot

Positions of Responsibility

Chair in ACM Student's Chapter HITK

November 2021 - Present

Heritage Institute of Technology, Kolkata, WB, India

  • Chair in Association for Computing Machinery Student's Chapter of our College Campus. Responsible for leading the Chapter and managing its activities in accordance with the procedures of ACM

Webmaster in ACM Student's Chapter HITK

July 2019 - July 2020

Heritage Institute of Technology, Kolkata, WB, India

  • Webmaster in Association for Computing Machinery Student's Chapter of our College Campus. Responsible for designing the Website and creating Posters and Flyers.


TVS Credit E.P.I.C Season 2

Grand Finale

Among top 2 percentile in WBJEE Entrance Exam

  • Secured a rank of 4130 out of 150k participants in WBJEE 2018

Among top 1 percentile in International Informatics Olympiad

  • Secured International Rank 126 in International Informatics Olympiad (IIO) 2014, Level 1
  • Secured International Rank 21 in International Informatics Olympiad (IIO) 2014, Level 2 (Obtained silver medal)


My Certifications

  • All
  • Web Development
  • Data Science
  • Internships and Awards

ISDA 2021

MIR Labs

Mitacs Globalink Research Internship

Athabasca University

EPIC Campus Challenge Season 2

TVS Credit

Deep Learning with Pytorch: Zero to GANs




Data Visualization


Intermediate Machine Learning


Intro to Machine Learning




Data Analysis with Python: Zero to Pandas


Summer Research Internship

IIT kharagpur

Summer Internship

Elahe Technologies

Neural Networks and Deep Learning


Introduction to HTML5


AI For Everyone


Creating New BigQuery Datasets and Visualizing Insights


Exploring ​and ​Preparing ​your ​Data with BigQuery


Learn JavaScript, Get Hired | The Essentials


JavaScript Algorithms and Data Structures


Programming for Everybody (Getting Started with Python)


Python Data Structures


Responsive Web Design


Using Databases with Python


Using Python to Access Web Data


International Informatics Olympiad