Chaitanya K. Joshi

Chaitanya K. Joshi

Research Engineer

Institute for Infocomm Research, A*STAR, Singapore

Biography

I am a Research Engineer at the Institute for Infocomm Research, A*STAR, Singapore. My research interests are in machine learning for graphs and geometric data, with a focus on Graph Neural Networks (GNNs). I aim to combine deep learning, network science, and combinatorial optimization to develop data-driven decision making tools for scientific discovery, e.g. the design of novel biomolecules and sustainable materials.

Previously, I graduated as the Valedictorian from Nanyang Technological University, Singapore in 2019 with a B.Eng. in Computer Science. At NTU, I was awarded the Best Final Year Thesis Gold Medal for my work with Prof. Xavier Bresson, as well as the Best Professional Internship Award as a research intern at SAP Machine Learning, Singapore.

Download my CV.

Interests
  • Graph Neural Networks
  • Geometric Deep Learning
  • Combinatorial Optimization
Education
  • B.Eng. in Computer Science, 2019

    Nanyang Technological University, Singapore

Research Themes

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Combinatorial Optimization

Combinatorial Optimization

Neural Networks for learning to solve combinatorial optimization problems.

Graph Neural Networks

Graph Neural Networks

Representation learning on graphs and geometric data with Graph Neural Networks.

Deep Learning for Finance

Neural Networks for automating financial processes.

Natural Language Processing

Neural Networks for natural language understanding and reasoning.