Highly motivated MS (Research) student specializing in Natural Language Processing and its intersection with cognitive science, with a strong foundation in data analysis and deep learning. Eager to leverage expertise in NLP techniques and data-driven insights to solve complex real-world problems and drive innovation in research and engineering roles.
Kolkata, West Bengal, India
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Summary
Analyzed patient data to enhance the end-user experience of the 'Cozeva' platform and facilitate efficient care gap closing for Quality & Risk Metrics and Data Bridge Projects.
Highlights
Optimized the 'Cozeva' platform's end-user experience by computing patient data for Quality & Risk Metrics, directly supporting data-driven healthcare decisions.
Contributed to Data Bridge Projects, streamlining the process of care gap closing and improving operational efficiency.
Utilized data analysis techniques to translate complex patient information into actionable insights for platform enhancements.
Research Intern
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Summary
Conducted in-depth analysis of mammogram data reports to develop an NLP-based model for automated BI-RADS score prediction, contributing to early cancer detection research.
Highlights
Analyzed extensive mammogram data reports from Grace Cancer Foundation and Yashoda Hospitals to identify key linguistic patterns for medical diagnostics.
Developed an NLP-based model designed for automated BI-RADS score prediction, aiming to enhance diagnostic accuracy and efficiency in breast cancer screening.
Applied advanced natural language processing techniques to extract and interpret critical information from unstructured medical text data.
Awarded By
Medical College Kolkata
Secured 2nd place representing Heritage Institute of Technology in a prestigious inter-college vocal competition.
Summary
Lead author on a paper on investigating how word memorability varies by functional role within specific memory tasks, utilizing large-scale dataset analysis and reliability measures. Under Review : Journal of Memory and Language (Elsevier). Preprint Link (PsyArxiv) added.
Python, SQL, C++, C.
PyTorch, Hugging Face Transformers, Scikit-learn, Pandas, NumPy.
Statistical Analysis, Literature Review, Academic Writing, Natural Language Processing (NLP), Deep Learning, Data Analysis, Machine Learning, Cognitive Science, Experimental Design.
Singing, Writing, Band Performing (Vocalist).
Cooking.