Shreya Adrita Banik
A passionate problem solver driving impactful change through creative projects.
About me
Computer Science & Engineering Graduate Student
View EducationCompleted Multiple Projects
View ProjectsResearch Interests
View ResearchHello! I'm Shreya Adrita Banik, a Computer Science and Engineering graduate student who is passionate about creating innovative solutions and sharing knowledge. With expertise in modern technologies, I strive to make a difference through technology. My research interests lie in Natural Language Processing, Computational Linguistics, Information Retrieval, Machine Learning
Contact MeWork Experience
Adjunct Lecturer
Department of Computer Science and Engineering, BRAC University
July 2025 — PresentTeaching:
- CSE221: Algorithms I
- CSE260: Digital Logic Design
- CSE461: Robotics
Intern
Grameenphone Limited
April 2025 — July 2025Worked under the Digital Platform, Payment and Partnership Department on:
- Payment and Subscription Orcehstration Layer
- Data Analysis and Research on improvement of existing digital platforms
- AI and ML driven solutions for the digital platforms
Undergraduate Teaching Assistant (Part-time)
Department of Computer Science and Engineering, BRAC University
May 2024 — January 2025Assisted with:
- CSE110: Intro to Programming Language I
- CSE111: Intro to Programming Language II
- CSE220: Data Structures
- CSE330: Numerical Methods
Maths Instructor and Content Writer
Udvash
November 2021 — March 2022Taught and wrote content for:
- General Maths
- Chemistry
Education
B.Sc. in Computer Science and Engineering
Department of Computer Science and Engineering,
BRAC University
Higher Secondary School Certificate (HSC)
Viqarunnisa Noon School and College
2020Secondary School Certificate (SSC)
Mohammadpur Preparatory School and College
2018Skills
Programming Languages
Python
AdvancedJava
AdvancedC++
IntermediateC
IntermediateFrameworks
PyTorch
AdvancedReactJS
IntermediateGit
AdvancedLatex
AdvancedLibraries
Sklearn
AdvancedMatplotlib
AdvancedSeaborn
IntermediatePandas
AdvancedFrontend
HTML
AdvancedCSS
AdvancedJavaScript
IntermediatePHP
IntermediateBackend
Node.js
IntermediateExpress.js
IntermediateMySQL
AdvancedMongoDB
IntermediateMy Research
My current research interests include Natural Language Processing (NLP), Computational Linguistics,
Information Retrieval, and Artificial Intelligence. I have hands-on experience in NLP,
leveraging large language models(LLMs), and applying machine learning techniques to real-world problems.
Undergraduate Thesis Paper
Bridging Human and Model Perspectives: A Comparative Analysis of Political Bias Detection in News Media Using Large Language Models
Supervised by Dr. Farig Yousuf Sadeque. Conducted a comparative study on bias detection in news media using transformer models and LLMs. We manually annotated a high-quality dataset of 15,000+ articles across 7 bias categories, achieving substantial inter-annotator agreement. My contributions include fine-tuning BERT and RoBERTa , with RoBERTa achieving an F1-score of 0.7741, examining human–model alignment through zero-shot, guideline-conditioned, and few-shot prompting and performing error analysis revealing gaps in contextual and discourse-level bias interpretation.
ArXiv LinkMy Projects
Machine Learning & AI
Movie Review Classifier Using NLP
Built a neural network classifier for IMDB reviews using Pandas, GloVe embeddings, and Keras.
View on GitHubSentiment Analysis on Twitter Data
Classified tweets as positive or negative using logistic regression and Naive Bayes models.
View on GitHubSports Image Classification
Trained a deep learning model on a 100-class sports dataset using image processing techniques.
View on GitHubWeb Development & Games
FitHoba: Diet Planner Website
A MERN stack-based diet planner website for fitness and well-being.
View on GitHub