We divide this work into three modules - (a) Training Data Validation - goal here is to gain knowledge about the graphql, and then validate training samples that we have created. (b) Leaderboard - This is new emerging area - so, can we create leade

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

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

Populate and enrich a benchmark of tabular data tasks for evaluation of LLMs with our evaluation framework. Primary work includes tasks and datasets selection, writing data loaders, preparing task cards with input/output details and pre-processing st

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

Design a data pipeline to ingest data from REST APIs. Ensure you use a REST client and a mechanism to schedule batch data processing using cron expressions. The Data Pipeline should include,  Data extraction from API’s/Db2 table.  Loading data t