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Project - Coarse grained Protein folding modelling and simulation in Quantum Computers 1. Understanding of the QC algorithms on protein folding that are available. Will require literature survey. 2. Implementation of some of the models that look promising. Develop experience and draw inference from collected data/results. 3. Propose new models or suggest changes to the existing models. In progress
Project - Quantum-Estimation of excited energy states in a electronic structure problem 1. Study the theoretical aspects of existing methods of estimating excited states. 2. Implement them on a quantum simulator/hardware. 3. Compare the methods in terms of ease of applicability and accuracy. 4. Propose changes to the algorithms to improve on the above factors. 5. Publish if possible. In progress
Project - Automated code to text generation for eBPF based kernel modules We intend to build AI-tools and techniques for generating explanations for eBPF source and object code. We also intend to create mechanisms for ascertaining quality of explanations generated by models built. In progress
Project - API Testing The work would be around testing open source APIs on large scale on the implemented API Testing technology and implementing open source testing tools for comparative evaluation. In progress
Project - Data exploration and ranking by interestingness 1. Create a solution for measuring the interesting-ness of any dataset (typically a table). 2. Come up with a solution to rank different datasets by this interesting-ness measure. 3. Visualize and explain to an end user what is interesting about the dataset. In progress
Project - Knowledge Graph based Question Answeing for Numerical Queries The work would be around exploring the following: explore state-of-the-art NLP models such as BERT to fine-tune to infuse numeric semantics and use it to learn KGEs. Define novel scoring function to enhance predictions for Numerical Quantities which is not been explored in the literature. Hands-on experiments to explore limitations of current Knowledge Graph based QA methods and benchmark them. In progress
Project - Pose Detection Detect the pose of an online Learner to figure out attentiveness. In progress
Project - AI Powered NFT Platform using Cardano 1.Building AI-generated artwork through tools like Eponym 2.Storefront The dashboard provides collective information of an NFT: its owners, preview or price history. 3. Advanced Token Search 4.Supports tagging and category management for advanced search functionalities 5. Filters Facilitates easy navigation, enabling users to select items by payment method, category, listing status, and collection. 6. Creating Listings Allows users to create and maintain the collection of its NFTs, along with token information such as name, tags, description. 7.Bidding Option 7.Users can bid for NFTs listed on the platform 8.Wallet Integration(Optional) Wallets are required for storing, sending, and receiving non-fungible tokens. Ratings Provides an idea of the trending or in-demand NFTs In progress
Project - Case Swarming Build an application to Optimize Case Handling by leveraging Swarm intelligence. In progress
Project - AI explainability Improve performance of explainability algorithms. In progress