Sotabase

Career

· Venture Resident, Alix Ventures2025–
· Analyst, Charles R. Blyth Fund2025–2025
· Summer Fellow, R42 Group2025–2025
· Architecture for Foundation Models on Relational Data, SAP Labs Inc.2025–2025
· REU Intern, Stanford University School of Medicine2025–
· Undergraduate Assistant, Airan Lab, Stanford University School of Medicine2025–
· Software Engineer, Argonne National Laboratory2024–
· Cryptography Research Intern, Seagate Technology2024–2024
· Research Assistant, Hackensack Meridian Health2023–2023
· Doctor of Philosophy - PhD Computer Science, Stanford University2023–
· Dual-Credit Enrollment, University of Louisville2023–2024
· Visiting Research Scholar Machine Learning, Carnegie Mellon University2022–2023
· Intern, Synopsys Inc2022–2022
· Research, University of Louisville2022–2023
· Semantic Search in SmartTV via Natural Language Processing, Samsung Electronics Co. Ltd.2021–2021
· Intern, Synopsys Inc2021–2021
· Doctor of Philosophy in Computer Science, University of California, San Diego2021–2026
· Masters of Science in Computer Science, University of California, San Diego2021–2023
· Researcher, University of Michigan2021–
· Undergraduate student, University of Michigan2020–2024
· Bachelor of Technology (B.Tech.) in Computer Science and Engineering, Indian Institute of Technology Delhi2018–2022
· Intern, Microsoft2018–2018
· Bachelors of Engineering in Computer Science and Engineering, Birla Institute of Technology, Mesra2015–2019
· Math, Science, and Technology Magnet, DuPont Manual High School

Publications (42)

Robust Source Counting and DOA Estimation Using Spatial Pseudo-Spectrum and Convolutional Neural Network
IEEE/ACM Transactions on Audio Speech and Language Processing · 2020
71
cited
Natural Listening over Headphones in Augmented Reality Using Adaptive Filtering Techniques
IEEE/ACM Transactions on Audio Speech and Language Processing · 2015
51
cited
Relational Deep Learning: Graph Representation Learning on Relational Databases
arXiv.org · 2023
50
cited
Augmented/Mixed Reality Audio for Hearables: Sensing, control, and rendering
IEEE Signal Processing Magazine · 2022
47
cited
RelBench: A Benchmark for Deep Learning on Relational Databases
Neural Information Processing Systems · 2024
43
cited
Position: Relational Deep Learning - Graph Representation Learning on Relational Databases
International Conference on Machine Learning · 2024
31
cited
Selective Active Noise Control System for Open Windows using Sound Classification
2016
25
cited
Noisy vehicle surveillance camera: A system to deter noisy vehicle in smart city
2017
23
cited
Investigation of Effect of VR/AR Headgear on Head Related Transfer Functions for Natural Listening
2018
22
cited
Multi-Scale Residual Network for Covid-19 Diagnosis Using Ct-Scans
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2021
20
cited
Fast Continuous Measurement of HRTFs with Unconstrained Head Movements for 3D Audio
Journal of The Audio Engineering Society · 2018
18
cited
Fast continuous HRTF acquisition with unconstrained movements of human subjects
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2016
17
cited
Fast Continuous Acquisition of HRTF for Human Subjects with Unconstrained Random Head Movements in Azimuth and Elevation
2016
14
cited
STATNet: Spectral and Temporal features based Multi-Task Network for Audio Spoofing Detection
2022 IEEE International Joint Conference on Biometrics (IJCB) · 2022
12
cited
A Solver-Free Framework for Scalable Learning in Neural ILP Architectures
Neural Information Processing Systems · 2022
10
cited
Feasibility Study on Decentralized Control System for Active Acoustic Shielding
2016
9
cited
Parametric Hear through Equalization for Augmented Reality Audio
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2019
9
cited
Sound Event Detection and Direction of Arrival Estimation using Residual Net and Recurrent Neural Networks
Workshop on Detection and Classification of Acoustic Scenes and Events · 2019
9
cited
On the Use of Closed-Back Headphones for Active Hear-Through Equalization in Augmented Reality Applications
2018
8
cited
Personalized HRTF Measurement and 3D Audio Rendering for AR/VR Headsets
2017
8
cited
Sotabase
Rishabh Ranjan | Researcher Profile | Sotabase | Sotabase