A program that can discover images and video files in a given data storage device/filesystem and help classify the discovered content in various classification categories- PII, Sensitive, Confidential etc. Possibly use ML to improve the accuracy of

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

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

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

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

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

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.

To determine the Handwriting of a user to analyze PSYCHOLOGICAL behaviour

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