Science and medicine

Alaska

Many Traditions, One Alaska

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Organization website

Participation history

3 GSoC years

2026 2025 2024

2026

8 projects

Official year page

Support for Logarithmic Number Systems in Large Language Models

LLMs rely on floating-point arithmetic for inference, but the Logarithmic Number System (LNS) offers a compelling alternative: multiplication becomes...

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A Reference Implementation for concore Library in Julia

The CONCORE framework requires a high-performance Julia bridge to handle complex control loop simulations without inheriting bloated dependencies....

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Telehealth Effectiveness and Necessity Tracker for Alaska (TENeT)

Alaska's unique geography and infrastructure challenges severely impact equitable healthcare access. Currently, there is a lack of centralised,...

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Spatio-Temporal Dynamics of Wildfires Fairbanks in 100 miles

This study focuses on the spatio-temporal dynamics of forest wildfires in Fairbanks under a changing climate. The research aims to analyze the...

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Automated Coastline Extraction for Erosion Modeling in Alaska

Alaska's Arctic coastline is eroding rapidly, and tracking these changes at scale requires automated coastline extraction from satellite imagery....

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Dynamic DICOM Endpoints for Diomede

Teleradiology in underserved regions such as rural Alaska depends on reliable, low-latency transfer of large DICOM medical imaging files between...

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Building a Decentralized Application (dApp) for Data Analysis in Bio-Block

Bio-Block is an open-source healthcare data marketplace on Ethereum and IPFS that handles the full upload → anonymize → encrypt → sell → download...

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Alaska_BIO-BLOCK_GSoC'26 (Suryansh Maurya) Project no.6

My proposal tackles the critical challenge of making raw medical data safe to share on Bio-Block without destroying its usefulness for machine...

Project page

2025

8 projects

Official year page

Support for Logarithmic Number Systems in a Deep-Learning Framework

This project aims to integrate Logarithmic Number Systems (LNS) into a deep-learning framework, offering an alternative to traditional floating-point...

Code Project page

Time and Ordering in Beehive

This project intends to introduce time as a new fourth dimension for uploads, enabling a deeper understanding and analysis of the evolution of...

Code Project page

Developing Distributed Algorithm for Metagenomic Error Correction and Assembly

Metagenomic assembly is essential for understanding microbial communities, but existing tools often struggle with fragmented genomes, misclassified...

Code Project page

Beehive: Health Metrics Framework for Behavioral Health in Alaska.

Beehive aims to be a scalable web application that enables users to capture, upload, and manage images seamlessly while ensuring automation,...

Code Project page

Bio-Block: A Blockchain-based Data Repository and Payment Portal.

The problem I am trying to solve is less monetary benefits received by the data owners. I am creating a decentralized solution where the data owner...

Code Project page

AWANTA: A Virtual Router based on RIPE Atlas Internet Measurements

It is a network measurement tool that leverages the RIPE Atlas platform to perform latency measurements and monitoring across different geographical...

Code Project page

Automated Coastline Extraction for Erosion modeling in Alaska

Alaskan coastlines are rapidly evolving due to the direct impacts of climate change. Rising sea levels, melting sea ice, and shifting environmental...

Code Project page

Making ZeroMQ A First Class Feature of Concore

Closed-loop peripheral neuromodulation systems, essential for developing adaptive therapies like vagus nerve stimulation that can be modularly...

Code Project page

2024

4 projects

Official year page

Telehealth over L4S

Healthcare is one of the most important needs of man. One of the biggest impediments to healthcare access in parts of the world with huge land mass...

Code Project page

Automated coastline extraction for erosion modeling in Alaska.

Alaskan communities face the frontline impacts of climate change. Accurately predicting coastal changes is crucial for adaptation, but current...

Code Project page

Adaptive Software-Defined Wide Area Network framework for Telehealth Access (AWANTA)

In remote regions (like Alaska) lacking nearby hospitals, accessing healthcare becomes increasingly challenging, underscoring the importance of...

Code Project page

Forest Fire Tracking from Aerial Images and Measuring its Severity/Intensity.

Forest fires in the boreal regions, particularly in Alaska, result in significant losses, ranging from loss of life to environmental degradation and...

Code Project page