Performance and Research Engineer @ e6dataJan 2025 - PresentWorking in the core query engine team. Making algorithmic improvements for better memory efficiency and CPU utilization to enable faster SQL query execution.
Vice President @ Society for AI and Deep LearningAug 2024 - Jul 2025Organized a symposium, conducted courses, undertook research projects, hosted paper-reading sessions and hackathons.
Summer Intern @ Technische Universität DresdenMay 2024 - Feb 2025State-space models for neuromorphic event streams and point-cloud data. Work accepted at NeVI @ ICCV'25.
Undergraduate Research Assistant @ SenseLabAug 2024 - Dec 2024Detecting user habits using CSI measurements from WiFi devices. Runner-up for best paper in WiP track at PERCOM'25.
Undergraduate Researcher @ DaSH LabApr 2023 - Dec 2024Designing a cluster-aware file-level adaptive striping framework for parallel file-systems (BeeGFS). Published at IEEE CLUSTER'23.
Core Member, Software Team @ Project KratosJun 2022 - Apr 2024Implemented a visual servoing algorithm using a custom-trained YOLO as the object detector, integrated PID-based GPS navigation with the rover's tech stack. 2nd Place in Autonomous Task at IRC'24. Project website.
Undergraduate Researcher @ APPCAIRMay 2023 - Dec 2023Explored causal neural network pruning strategies that preserve feature importances, compared against L0, L1, Rank-based and Learning-Compression Algorithms. Code.
Summer Intern @ NESACMay 2023 - Aug 2023Used UNets and LSTMs for rainfall prediction using satellite data. Experimented with genetic algorithms to compare model performance against gradient-descent based optimisers. Work accepted as a poster at IGARSS'24.