Sotabase

Career

· Advisor, Abacus.AI2025–
· Industry Expert On Artificial Intelligence, Indian Institute of Technology, Roorkee2025–
· Co-Founder, ML0.AI2025–
· Coordinator, Punjab AI Excellence2025–
· Machine Learning Tech-Lead, Abacus.AI2024–2025
· Advisor, Simple Mind School2024–
· Senior Machine Learning Engineer, Abacus.AI2022–2023

Publications (45)

RadHAR: Human Activity Recognition from Point Clouds Generated through a Millimeter-wave Radar
mmNets · 2019
267
cited
Machine Learning for Microcontroller-Class Hardware: A Review
IEEE Sensors Journal · 2022
178
cited
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
International Conference on Learning Representations · 2024
87
cited
Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition
EdgeSys@MobiSys · 2018
39
cited
Mango: A Python Library for Parallel Hyperparameter Tuning
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2020
38
cited
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2022
38
cited
Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition
UbiComp/ISWC Adjunct · 2018
36
cited
A Multi-sensor Process for In-Situ Monitoring of Water Pollution in Rivers or Lakes for High-Resolution Quantitative and Qualitative Water Quality Data
2016 IEEE Intl Conference on Computational Science and Engineering (CSE) and IEEE Intl Conference on Embedded and Ubiquitous Computing (EUC) and 15th Intl Symposium on Distributed Computing and Applications for Business Engineering (DCABES) · 2016
24
cited
CROWD-PAN-360: Crowdsourcing Based Context-Aware Panoramic Map Generation for Smartphone Users
IEEE Transactions on Parallel and Distributed Systems · 2015
23
cited
In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine
Proceedings of the VLDB Endowment · 2019
22
cited
Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays
Conference on Robot Learning · 2020
22
cited
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
IEEE International Conference on Robotics and Automation · 2023
19
cited
Time Awareness in Deep Learning-Based Multimodal Fusion Across Smartphone Platforms
International Conference on Internet-of-Things Design and Implementation · 2020
19
cited
TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning
ACM Transactions on Embedded Computing Systems · 2023
17
cited
Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2022
16
cited
Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data
2020
15
cited
Exploiting Smartphone Peripherals for Precise Time Synchronization
IEEE International Symposium on Precision Clock Synchronization for Measurement, Control, and Communication · 2019
15
cited
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production
International Conference on Cognitive Machine Intelligence · 2021
13
cited
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress
arXiv.org · 2017
10
cited
LocoMote: AI-Driven Sensor Tags for Fine-Grained Undersea Localization and Sensing
IEEE Sensors Journal · 2024
9
cited
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