Summary
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.
Education
Bachelor of Technology
in Computer Science & Engineering
July 2018 - Exp June 2022
Heritage Institute of Technology, Kolkata, WB, India
Publications
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.
Achievements
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)
