I work in the area of computational biophysics. In short, I look at the jiggling and wiggling of proteins using molecular dynamics simulations and try to find how the protein works or how to target that protein. In my PhD, I pursued coarse-grained (CG) forcefield development for all things sugars, including glycans, glycosaminoglycans. We used these sugar models to study their interactions with viral as well as receptors proteins.
I have been trained in using computational tools for understanding biophysical problems. Apart from research, I am huge photography and drone geek. Love to make digital arts using new tips and techniques.
Aishwary Shivgan
aishwaryshivgan55@gmail.com
Portfolio
Protein Structure Prediction
Used computational methods to predict the three-dimensional structure of proteins. Employed machine learning algorithms and molecular dynamics simulations to accurately model protein folding and interactions.
Genome Sequencing Analysis
Performed genome sequencing analysis on various organisms to identify genetic variations and understand their impact on disease susceptibility. Utilized bioinformatics tools and algorithms to analyze large-scale genomic data.
Drug Discovery
Contributed to the development of novel drugs by applying computational techniques to identify potential drug targets and design small molecules with high binding affinity. Conducted virtual screening and molecular docking studies.
Systems Biology Modeling
Built mathematical models to simulate complex biological systems and understand their behavior. Integrated experimental data with computational models to gain insights into biological processes and predict system dynamics.
Created visually appealing and informative data visualizations to present complex biological data in a clear and intuitive manner. Utilized tools like D3.js and matplotlib to generate interactive and publication-quality plots.
Machine Learning in Genomics
Applied machine learning algorithms to analyze genomics data and identify patterns and correlations. Developed predictive models for disease diagnosis and prognosis based on genomic features.
Data Visualization
About Me
Aishwary Shivgan is a portfolio website dedicated to all things computational biology. We aim to provide valuable insights and solutions in the field of computational biology through our expertise and experience. Join us in exploring the fascinating world of computational biology.