Publications by authors named "Venkatesh Sivaraman"
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Synopsis of recent research by authors named "Venkatesh Sivaraman"
- Venkatesh Sivaraman focuses on the intersection of machine learning, protein engineering, and bioinformatics, developing tools and methods to enhance the efficiency and effectiveness of these fields through innovative approaches and technologies.
- His recent work includes creating a tool to compress and compare machine learning models to optimize deployment efficiency, as well as proposing novel peptide designs that improve target binding through custom structures rather than predefined scaffolds.
- Additionally, he has conducted research on short linear motifs in proteins, exploring their context-dependent interactions, and developed methods for extracting clinically relevant information from social media during the COVID-19 pandemic.
