Sripath Mishra

Sripath Mishra

CS PhD candidate at Purdue. Machine learning for UAV network security: intrusion detection with federated learning, RAG, and GNNs. Seeking Applied Scientist / ML Engineer roles.

GNN Bug Localization in Python Repositories

A graph neural network that predicts where bugs live in Python GitHub projects by combining the structure of the code’s abstract syntax tree (AST) with natural-language text from GitHub issues.

My role: model design, training, and evaluation.

Stack: Python, graph neural networks, PyTorch.

Links

  • Code: TODO — add GitHub repo link