Christy Alex Panicker
Machine learning | AI Engineer @ LTIMindtree
Kollam, Kerala, India
Joined May 2026
Summary
Active researcher in graph machine learning: contributed to survey and conference papers on graph partitioning, GNN processing and adversarial attacks on graph models. ieee+2
Strong academic record in engineering: high undergraduate GPA and institutional recognitions from TKM College of Engineering. ac+1
Transitioned from academic research roles into industry AI engineering, holding roles at LTIMindtree including Post Graduate Trainee and Software Engineer.
Affiliated with Amrita Vishwa Vidyapeetham during graduate studies and research assistantship at AmritaCREATE, collaborating on conference publications and community AI profiles. huggingface+1
Work
Education
Projects
Writing
Exploring Graph Partitioning Techniques for GNN Processing on Large Graphs: A Survey
December 1, 2023Survey paper reviewing graph partitioning algorithms and strategies tailored for processing large graphs with Graph Neural Networks, discussing tradeoffs like load balancing, communication overhead and preservation of graph properties.
Big graph partitioning
January 1, 2023Work contributing to literature on partitioning large graphs (survey / conference contributions listed on ResearchGate).
Comparative study of Centrality based Adversarial Attacks on Graph Convolutional Network model for Node classification
January 1, 2022Conference paper studying centrality-based adversarial edge attacks on Graph Convolutional Networks for node classification tasks, comparing impacts across centrality measures.