In today's world sequential recommendation systems are used in various domains-- from life sciences to e-commerce and business. For example, within...
ENTS : Web portal for large-scale sensor networks
Devansh Kukreja
The Environmental NeTworked Sensor (ENTS) platform is an open-source web portal designed for collecting, visualizing, and analyzing data from...
Improving AI Data Pipelines in AIDRIN: A Privacy-Centric and Multimodal Expansion
Harish Balaji
AIDRIN (AI Data Readiness INspector) is an open-source tool designed to assess the quality, fairness, and readiness of datasets before they are used...
Brahma / Allocentric WebXR Interfaces
Kajal Jotwani
This project aims to explore and develop allocentric interfaces for WebXR, focusing on enhancing user interaction in virtual reality environments....
Intelligent Observability for Seam: A GenAI Approach
Manish K Reddy
Operating complex scientific workloads on the National Research Platform (NRP) via the Seam interface presents monitoring challenges; identifying...
Proposal for Disentangled Generation and Editing of Pathology Images
Mingyuan Shao
My proposal is to create and control computer-generated images of breast cancer tissues. I'll spend my first four weeks building basic models called...
UC Open Source Repository Browser [UC ORB]
Param Arora
The University of California Open Source Repository Browser (UC ORB) is a discovery platform that maps and categorizes open source projects across...
Building a Billion-Scale Vector Embeddings Dataset for Real-World ANN Benchmarking
Prathamesh Devadiga
To benchmark vector search algorithms (aka ANN algorithms), existing datasets fail to represent actual real-world workloads. Current benchmarks...
Smart Batching Using CXL For Large Language Models
Rushil Nagpal
Our project addresses the challenge of high memory usage and slow performance in large language models, which happens mainly because of the huge...
Interfacing Scenic to New Simulators
Sahil Mandi
This proposal aims to integrate Scenic—a probabilistic programming language for scenario specification—with Robosuite, a simulation framework for...
WildberryEye Proposal
Sophie Tao
WildBerryEye leverages edge computing (Raspberry Pi) and object detection (YOLO) to monitor pollinators like bees and hummingbirds. My project...
Optimizing and Benchmarking GPU Collective Communication of PyLops-MPI with NCCL
tharitt
PyLops is a Python package with a simple yet flexible interface for solving linear inverse problems. Previous GSoC-sponsored projects laid the...
Global CarbonCast – Expanding Real-Time Carbon Intensity Forecasting and Visualization
Tobin Sia
This proposal aims to broaden the geographical scope and enhance the functionality of CarbonCast, a tool dedicated to forecasting and visualizing the...
RAG-ST: Retrieval-Augmented Generation for Spatial Transcriptomics
Zeyu Zou
Spatial transcriptomics (ST) is a powerful and emerging technology that captures gene expression profileswith spatial resolution, providing...
