Projects

Workflow Discovery in Task Oriented Dialogues

👨‍💻 Developed a framework for extracting workflows from customer-agent conversational datasets, leveraging graphs and Large Language Models (LLMs) in the process..

Tags: Conversational AI, Graph Neural Networks, Natural Language Processing

Patronizing-and-Condescending-Language-Detection

The aim of this course project is to identify PCL, and to categorize the linguistic techniques used to express it. This was a SEMEVAL task.

Tags: Fairseq, Transformers

Anomaly Detection in Big Data Financial Network

The objective is to develop a robust anomaly detection algorithm over very big financial network.(Ongoing)

Tags: Big Data, PySpark

Unsupervised Entity Alignment in graphs

We are developing unsupervised learning algiorithm for entity alignemt among two graphs.

Tags: Scatterng Transform, GNNs

Skills

  • Pytorch • PySpark • GPyTorch
  • PyTorch Geometric • Tensorflow • HUgging-face
  • HPC • Git • Linux • LaTeX
  • Docker • MongoDB