
Kushal Gaddamwar
Cloud & AI Engineer | AWS/GCP Certified
Summary
Work
Education
Writing
Deep Learning for Contextual Bug Detection and Automated Fixes in Software Systems
November 1, 2024Research exploring context-aware deep learning models (transformers and graph neural networks) to detect and automatically fix bugs in software systems, with discussion of datasets, contextual metadata, and CI/CD integration for automated patch generation.
KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair
Paper on a tree-decoder approach (KNOD) that distills domain knowledge for automated program repair.
Chapter / Contribution in Cyber-Physical Systems and the Future of Urban Living (Table of Contents listing)
Listed as a contributor/author in the table of contents for an edited volume related to cyber-physical systems and urban living.
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