Sotabase

Career

· Founding Intern, AI Bio Research, Veevo Health (Current)2026–
· Researcher, Stanford University (Current)2024–
· Tennis Coach, ACEing Autism 501(c)32023–2024
· Researcher, Chapman University2023–2024
· Member, ISCB - International Society for Computational Biology (Current)2023–
· Student Council, ISCB - International Society for Computational Biology (Current)2023–
· Mathematics Tutor, Learn To Be2023–2024
· Volunteer, Mission Bit2023–2024
· Tutor, Schoolhouse.world2023–2024
· Independent Researcher, Self-employed2023–2024
· Founder Vice President, CognitiveTech2022–2024
· Independent Researcher, Self-employed2022–2023

Publications (20)

AlphaFold2 Modeling and Molecular Dynamics Simulations of the Conformational Ensembles for the SARS-CoV-2 Spike Omicron JN.1, KP.2 and KP.3 Variants: Mutational Profiling of Binding Energetics Reveals Epistatic Drivers of the ACE2 Affinity and Escape Hotspots of Antibody Resistance
Viruses · 2024
16
cited
Exploring conformational landscapes and binding mechanisms of convergent evolution for the SARS-CoV-2 spike Omicron variant complexes with the ACE2 receptor using AlphaFold2-based structural ensembles and molecular dynamics simulations.
Physical Chemistry, Chemical Physics - PCCP · 2024
9
cited
AlphaFold2 Predictions of Conformational Ensembles and Atomistic Simulations of the SARS-CoV-2 Spike XBB Lineages Reveal Epistatic Couplings between Convergent Mutational Hotspots that Control ACE2 Affinity.
Journal of Physical Chemistry B · 2024
8
cited
Ensemble-Based Mutational Profiling and Network Analysis of the SARS-CoV-2 Spike Omicron XBB Lineages for Interactions with the ACE2 Receptor and Antibodies: Cooperation of Binding Hotspots in Mediating Epistatic Couplings Underlies Binding Mechanism and Immune Escape
International Journal of Molecular Sciences · 2024
8
cited
Integration of a Randomized Sequence Scanning Approach in AlphaFold2 and Local Frustration Profiling of Conformational States Enable Interpretable Atomistic Characterization of Conformational Ensembles and Detection of Hidden Allosteric States in the ABL1 Protein Kinase.
Journal of Chemical Theory and Computation · 2024
6
cited
AlphaFold2-Based Characterization of Apo and Holo Protein Structures and Conformational Ensembles Using Randomized Alanine Sequence Scanning Adaptation: Capturing Shared Signature Dynamics and Ligand-Induced Conformational Changes
International Journal of Molecular Sciences · 2024
5
cited
Predicting Mutation-Induced Allosteric Changes in Structures and Conformational Ensembles of the ABL Kinase Using AlphaFold2 Adaptations with Alanine Sequence Scanning
International Journal of Molecular Sciences · 2024
5
cited
Probing Functional Allosteric States and Conformational Ensembles of the Allosteric Protein Kinase States and Mutants: Atomistic Modeling and Comparative Analysis of AlphaFold2, OmegaFold, and AlphaFlow Approaches and Adaptations.
Journal of Physical Chemistry B · 2024
5
cited
Quantitative Characterization and Prediction of the Binding Determinants and Immune Escape Hotspots for Groups of Broadly Neutralizing Antibodies Against Omicron Variants: Atomistic Modeling of the SARS-CoV-2 Spike Complexes with Antibodies
Biomolecules · 2025
4
cited
AlphaFold2-Enabled Atomistic Modeling of Structure, Conformational Ensembles, and Binding Energetics of the SARS-CoV-2 Omicron BA.2.86 Spike Protein with ACE2 Host Receptor and Antibodies: Compensatory Functional Effects of Binding Hotspots in Modulating Mechanisms of Receptor Binding and Immune Esc
Journal of Chemical Information and Modeling · 2024
3
cited
Interpretable Atomistic Prediction and Functional Analysis of Conformational Ensembles and Allosteric States in Protein Kinases Using AlphaFold2 Adaptation with Randomized Sequence Scanning and Local Frustration Profiling
bioRxiv · 2024
2
cited
Mutational Scanning and Binding Free Energy Computations of the SARS-CoV-2 Spike Complexes with Distinct Groups of Neutralizing Antibodies: Energetic Drivers of Convergent Evolution of Binding Affinity and Immune Escape Hotspots
International Journal of Molecular Sciences · 2025
2
cited
Assessing Structures and Conformational Ensembles of Apo and Holo Protein States Using Randomized Alanine Sequence Scanning Combined with Shallow Subsampling in AlphaFold2 : Insights and Lessons from Predictions of Functional Allosteric Conformations
bioRxiv · 2024
1
cited
Finding the Most Effective Data Augmentation Techniques on Brain MRI Data Using Deep Networks
Journal of student-scientists' research · 2023
1
cited
Prediction of Conformational Ensembles and Structural Effects of State-Switching Allosteric Mutants in the Protein Kinases Using Comparative Analysis of AlphaFold2 Adaptations with Sequence Masking and Shallow Subsampling
bioRxiv · 2024
1
cited
Accurate Characterization of Conformational Ensembles and Binding Mechanisms of the SARS-CoV-2 Omicron BA.2 and BA.2.86 Spike Protein with the Host Receptor and Distinct Classes of Antibodies Using AlphaFold2-Augmented Integrative Computational Modeling
bioRxiv · 2023
AlphaFold2-Enabled Atomistic Modeling of Epistatic Binding Mechanisms for the SARS-CoV-2 Spike Omicron XBB.1.5, EG.5 and FLip Variants: Convergent Evolution Hotspots Cooperate to Control Stability and Conformational Adaptability in Balancing ACE2 Binding and Antibody Resistance
bioRxiv · 2023
Predicting Functional Conformational Ensembles and Binding Mechanisms of Convergent Evolution for SARS-CoV-2 Spike Omicron Variants Using AlphaFold2 Sequence Scanning Adaptations and Molecular Dynamics Simulations
bioRxiv · 2024
Proposing a Novel Architecture for Drug Response Prediction by Integrating Multiomics Data and Utilizing Graph Transformers
Sotabase
Nishank Raisinghani | Researcher Profile | Sotabase | Sotabase