Sripath Mishra

Sripath Mishra

CS PhD candidate at Purdue. Anomaly and intrusion detection for edge and distributed systems — explainable AI, low-latency inference, federated learning, retrieval, GNNs. Seeking Applied Scientist / ML Engineer roles, 2027 start.

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 with natural-language text from GitHub issues — a joint structural + textual representation rather than treating either signal alone.

My role: model design, training, and evaluation.

Stack: Python, PyTorch, PyTorch Geometric.