RRRudra Roy
@rudraroy
Aspiring data scientist with expertise in NLP and machine learning.
IndiaWhat I'm looking for
I am a dedicated B.Tech student specializing in Information Technology at the Indian Institute of Engineering Science and Technology, Shibpur, with a CGPA of 8.53. My academic journey has been enriched by hands-on research experiences, notably as a Research Intern at Jadavpur University, where I led a project on multilingual claim span detection. This project not only honed my technical skills but also resulted in a presentation at ICPR'2024-CSI, where I was honored with the best result among all participants.
My research contributions have been recognized in multiple publications, including works accepted at prestigious conferences like ICPR 2024 and FIRE 2024. I have developed innovative frameworks using transformer-based models, achieving impressive accuracy metrics. My projects, such as the Claim Span Identification Tool and the Phishing Website Detector, showcase my ability to apply machine learning techniques to real-world problems, further solidifying my passion for data science and natural language processing.
Experience
Work history, roles, and key accomplishments
Research Intern
Jadavpur University
May 2024 - Jun 2024 (1 month)
Conducted research on multilingual claim span detection, achieving high accuracy and F1 scores. Presented findings at international conferences, winning best results among participants. Developed a hierarchical opinion classification architecture using transformer models.
Claim Span Identification Tool Developer
Self-Employed
Developed an NLP application for multilingual claim span identification using transformer models. Implemented various models and created a user-friendly web interface for real-time detection.
Phishing Website Detector Developer
Self-Employed
Collaborated on a machine learning project to develop a phishing website detector. Achieved significant accuracy improvements through model optimization and hyperparameter tuning.
Education
Degrees, certifications, and relevant coursework
ITIndian Institute Of Engineering Science and Technology
Bachelor of Technology, Information Technology
2021 -
Grade: 8.53
Pursuing a Bachelor of Technology in Information Technology with a current CGPA of 8.53 up to the 6th semester.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
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