About Me
My leetcode profile : Go to my Profile
I am a second-year M.Sc. student at Ramakrishna Mission Vivekananda Educational and Research Institute (RKMVERI). Currently, I am working on projects under the supervision of Tamal Maharaj and Dr. Soumitra Samanta.
My project topic is: "Cross-Lingual Information Retrieval: Indian Language Query to English and Bengali Retrieval"
I completed my undergraduate studies at Ramakrishna Mission Residential College (Autonomous), Narendrapur where I was mentored by Bibek Ranjan Ghosh. During my bachelor's studies, I worked on projects related to Image Steganography under his supervision.
Skills
Experience
Eductaion
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Web Development
- HTML-CSS-JS.
- React.
- Streamlit.
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Natural Language Processing (NLP)
- Retrieval-Augmented-Generation.
- Generative AI.
- Prompt Engineering.
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Database Management Systems (DBMS)
- FIASS Database.
- Neo4J Database.
- MySQL Database.
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2024
Three Days Workshop on Medical Data Analysis using Python at ISI Kolkata.
12-14 June, 2024
Certificate Link -
2024
Designing Web App for Perceptron Tech Fest (RKMVERI). -
2022
6th Summer School on AI at IIIT Hyderabad.
18th July 2022 to 19th August 2022
Certificate Link -
2022
Seminar Committee Member (RKMRC).
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Ramakrishna Mission Vivekananda Educational and Research
Institute
Pursuing M.Sc. Computer Science (2023-Present) -
Ramakrishna Mission Residential College,
Narendrapur
CGPA: 9.61
B.Sc. Computer Science (2020-23) -
Dhaniakhali Mahamaya Vidyamandir
Percentage: 93.2
Board of Higher Secondary Education, West Bengal (2020) -
Dhaniakhali Mahamaya Vidyamandir
Percentage: 91.8
Board of Secondary Education, West Bengal (2018)
Projects
Ongoing Projects :
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RAG-Enhanced Cross-Lingual Information Retrieval: Bridging Bilingual Query Gaps and Streamlining Search.
(Term Project)
Developing a cross-lingual Retrieval-Augmented Generation (RAG) system using FAISS DB to handle Bengali and English queries. Enabled retrieval of relevant answers from bilingual documents and created relational mappings between Bengali and English content.
Supervisor: Tamal Maharaj
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Bengali News Article Headline Generation.
(Deep Learning Course project)In this project, we are developing a model for generating news article headlines in Bengali. Using advanced deep learning techniques, the project aims to create concise and impactful headlines that reflect the content of news articles.
Supervisor: Dr. Soumitra Samanta
For completed projects, go to the Projects page
Publications
Blind image authentication using singular value decomposition with enhanced robustness by augmenting hamming code
Bibek Ranjan Ghosh, Jyotsna Kumar Mandal, Ayantanu Laha, Swarnadeep Das, Rajarshi Saha and Siddhartha Banerjee
International Journal of Computers and Applications (2024).
Gallery
Academic Achievements
I am a dedicated academic achiever with a track record of consistent excellence, showcasing a strong commitment to learning, innovation, and leadership in diverse educational pursuits. My achievements are deeply rooted in the unwavering support and encouragement of my family, to whom I owe my success. Their guidance and belief in my potential have been the cornerstone of my academic journey.
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