Kausik Basak
JIS University, Technical University of Munich, Indian Institute of Technology Kharagpur, Haldia Institute of Technology, Mahindra University École Centrale School of Engineering
About
My research spans the application of machine learning and image processing algorithms across diverse fields, harnessing domain-specific knowledge to foster innovation and create novel technological solutions. Currently, my focus is on the field of bioinformatics, specifically gene sequence analysis using advanced deep learning techniques. This can offer critical insights into various microbes and their interactions with specific hosts, thereby contributing to significant advancements in health and disease understanding. Previously, my work involved the design of imaging modalities through electro-optical systems. This required a blend of signal and image processing techniques. A significant part of this endeavor was the development of machine learning-based analytics for processing and characterization, aiming to enhance the accuracy and efficiency of these imaging systems.
With the continuous advancements in machine learning, my passion lies in nurturing and implementing new algorithms that push the boundaries of what is possible. I am dedicated to applying these innovations to the biomedical field, striving to develop solutions that can have a profound impact on healthcare and medical research. By integrating modern machine learning techniques with biological systems, I aim to contribute to the creation of novel solutions that can revolutionize the way we approach complex biomedical challenges.
In past years, I have served as the chair of IEEE Student Branch, secretary of IEEE EMB Student Club of IIT Kharagpur, and member of student advisory committee of IEEE Student Branch of IIT Kharagpur. Presently, I am a senior member of IEEE and IEEE EMB Society.
Employment
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JIS University Associate Professor2024 - Present
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JIS University Assistant Professor2019 - 2024
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Technical University of Munich Postdoctoral Fellow2018 - 2019
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Mahindra University École Centrale School of Engineering Assistant Professor2015 - 2018
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SkinCurate Research Private Limited Director of Operations2014 - 2021
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Mahindra Ecole Centrale Academic Associate2014 - 2015
Education
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Indian Institute of Technology Kharagpur PhD2010 - 2015
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Indian Institute of Technology Kharagpur MTech2008 - 2010
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Haldia Institute of Technology B.Tech2004 - 2008
Projects & Funding
Projects & funding information is unavailable.
Publications (34)
- FCTFold: A Fused CNN-Transformer Framework for Protein Fold Prediction in AMR Pathogens Save
- StaLAENet: A stacked LSTM-nested deep-autoencoder network for identification of antimicrobial resistance of nosocomial pathogens Save
- Unveiling Drug Targets in ESKAPE Pathogens via Computational Insights Save
- Deep CNNs in Image-Guided Diagnosis of Breast and Skin Cancers Save
- MACI: A machine learning-based approach to identify drug classes of antibiotic resistance genes from metagenomic data Save
- Spike protein mutational landscape in India during the complete lockdown phase: Could Muller's ratchet be a future game-changer for COVID-19? Save
- Spike protein mutational landscape in India: Could Muller’s ratchet be a future game-changer for COVID-19? Save
- Non-invasive determination of murine placental and foetal functional parameters with multispectral optoacoustic tomography Save
- In vivo speckle imaging of microvasculature and tissue perfusion Save
- Learning of speckle statistics for in vivo and noninvasive characterization of cutaneous wound regions using laser speckle contrast imaging Save