Sourin Manna
Research Analyst @Exsegen Genomics
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WORK HISTORY
Research Analyst @Exsegen Genomics
Hyderabad, IN
The library I used: Matplotlib, Seaborne, Plotly, sklearn, TensorFlow, Pandas, Numpy, Streamlit, Pytest, ipywidgets, typer.
EDUCATION
Midnapore College
Bachelor of science , Mathematics
University of Hyderabad
Master of Science, Mathematics
Indian Statistical Institute, Kolkata
Master of Technology - MTech
ABOUT SOURIN MANNA
Research Analyst | Exsegen Genomics• I specialize in machine learning and big data analysis for medical research. My work involves tumor grade clustering, statistical analysis, and developing interactive dashboards using Quarto, Gradio. I also contribute to the development and testing of Galen-kit and Galen-CLI, a medical data processing library for generating reports on brain tumor diagnostics. AI/ML R&D Intern | ARC Document Solutions, Kolkata • OCR and Image Processing. Utilized Pillow, OpenCV, and Tesseract libraries. Text, Image, and Hyperlink Extraction using PyMuPDF.Draw Bounding Box or annotating on image using location. Machine Learning/Deep Learning for Crypto Intern | DRDO• I researched vulnerabilities in the AES cryptosystem using machine learning techniques on side-channel power consumption data. My work focused on predicting key component. I achieved a 63.9% accuracy rate using XgBoost, outperforming models such as Logistic Regression (44.2%), Random Forest (47.9%), and ANN (43.95%). achieving improved accuracy over traditional methods.
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