resource-constrained

Low-power, offline retrieval (RAG) for disaster and infrastructure-failure guidance.

Minimal implementation of Lightweight protocol for resource-constrained environments

Official implementation of Learning What to Remember: Resource-Efficient Self-Improvement for Lifelong Agents. TokenWorth learns memory worth from execution feedback.

Public technical documentation and engineering evidence for PMAOS, a low-resource AI-native operating system and application platform for feature phones and resource-constrained devices.

A powerful, memory-optimized desktop application for running Mistral 7B locally on resource-constrained systems

This repository contains a high-precision, machine learning-based framework for detecting network intrusions using the NSL-KDD dataset. The project implements a unique preprocessing-consistent pipeline designed to maximize operational reliability and reduce "alert fatigue" in resource-constrained environments.

Official website for the MIRASOL workshop (Medical Image Computing in Resource Constrained Settings) at MICCAI 2026, Strasbourg, France.

Small, deterministic, single-threaded ECS

West Garage Tracker: A high-performance, resource-optimized IoT asset management system. Engineered for ARM-based SBCs (NanoPi NEO), featuring a C++ backend and a lightweight mobile-first UI.

Android photo-sharing client built with Java and Parse/Back4App. Utilizes Fragment transitions and BottomNavigationView to enforce structural view-state isolation across feed, compose, and profile sub-modules, executing data-handling constraints to bound remote queries to the last 20 objects.

A basic planner for completing and studying for semester activities and deliver the responsibilities.

POGOLM (POse Graph Optimization and Landmark Management) is a C++/ROS 2 interface that adds real-time loop detection and pose graph optimization to an existing incremental SLAM/odometry pipeline-targeting resource-constrained mobile robots.

Resource-constrained autoregressive image generation and pixel budget allocation benchmarked on CPU.

A lightweight custom-format database engine for Flipper Zero [WIP]

Official repository of the paper "An Affordance Detection Pipeline for Resource-Constrained Devices" by Apicella, T. et al.

A Descriptive Analysis of Capacity, Training Stage, and Performance in Open Weight LLMs