Abinash Maharana

Researcher in Knowledge Graphs and data mining | MTS Software Engineering at Salesforce

Cuttack

Research Expertise

data mining

knowledge graphs

tensor decomposition

About

Hey, I am a software developer at Salesforce, and I work on Salesforce's reporting product. It has close to 4 billion monthly runs, and our team ensures that everything runs fine without a hitch, while also taking care of customer requests for new features. In my spare time I do independent research in knowledge graphs, and I have a background in data mining. I am looking to collaborate for any research related jobs where my skills can be leveraged and conversely I can grow both as a researcher and an engineer.

Publications

A Novel Explainable Link Forecasting Framework for Temporal Knowledge Graphs Using Time-Relaxed Cyclic and Acyclic Rules

Lecture Notes in Computer Science / Jan 01, 2023

Rage, U. K., Maharana, A., & Polepalli, K. R. (2023). A Novel Explainable Link Forecasting Framework for Temporal Knowledge Graphs Using Time-Relaxed Cyclic and Acyclic Rules. In Advances in Knowledge Discovery and Data Mining (pp. 264–275). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-33374-3_21

Towards Addressing an Open Problem in Coupled Matrix Tensor Factorization for Satellite Imagery Data Using Human-in-Loop

Lecture Notes in Computer Science / Jan 01, 2024

Kiran, R. U., Maharana, A., Ohtake, M., & Ogawa, Y. (2024). Towards Addressing an Open Problem in Coupled Matrix Tensor Factorization for Satellite Imagery Data Using Human-in-Loop. In Advances and Trends in Artificial Intelligence. Theory and Applications (pp. 265–276). Springer Nature Singapore. https://doi.org/10.1007/978-981-97-4677-4_22

Education

International Institute of Information Technology Hyderabad (IIITH)

B. Tech + MS by Research , Computer Science / January, 2023

Experience

Salesforce

Member of Technical Staff / February, 2025 — Present

Software Engineering AMTS / July, 2023 — January, 2025

SDE Intern / June, 2022 — July, 2022

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