Current project's

Project - Hamiltonian Simulation

1. Given an initial wave-function, and a Hamiltonian (one or many body problem), estimate a few energy levels with a proposed Optimal QPE framework 2. Given the energy surface of a time varying wave function, design a Hamiltonian operator with a pro

  • In progress

Project - Conversation Disentanglement using LLM

to use LLM and Q learning for build a model for conversation disentanglement

  • In progress

Project - Exploration of Geometric QML/ Group Invariant QML/ symmetries for op

Classically geometric invariances have been used in machine learning. Some recent works have proposed the same for quantum ML :- https://arxiv.org/pdf/2205.02261.pdf https://arxiv.org/pdf/2210.07980.pdf We will explore some of these and potential

  • In progress

Project - Multimodal Generative Diffusion Model for Code generation and summariz

Diffusion modelling is one of very recent approach to generate text using diffusion model after gaining immense success in image generation. The project aims to explore and build diffusion based generative multimodal LLM for code and text generatio

  • In progress

Project - Asset CyberSecurity Risk Score Tuning

Connected assets are the assets that are together involved in performing one or more business processes. If vulnerability/threat on one of the assets is exploited, because of the connectedness - it could lead to failures or disruptions to assets it i

  • In progress

Project - Representation Learning Oriented Dynamic In-Context Learning for Gener

The project aims to explore the impact of Dynamic In-context learning approach for Generative MultiModal LLM and develop algorithm to enhance the LLM performance through representation learning approach.

  • In progress

Project - Cognitive Handwriting Analysis

To determine the Handwriting of a user to analyze PSYCHOLOGICAL behaviour

  • In progress

Project - Enriching LLM/FM User Experience

To develop techniques using state-of-the-art AI methods to enrich the experience around LLM usage. Skills Required: Python, ML, DL, LLMs, Hugging Face, exposure to UI development

  • In progress

Project - Generalizing variational QEC algorithm

Generalize variational QEC to larger class of error correcting code Reference : https://arxiv.org/abs/2204.03560

  • In progress

How it Work

Mentor and Student do the registration

Menter create the project and student applies on it.

Student Upload the Terms & Conditions and Mentor approves it

Mentor Reviews the Required document uploaded by student

Student submits the project