Jonathan Muhire Jonathan Muhire

Hi, I'm Jonathan.

I build learning systems for real-world robots.

Graduate researcher working on multimodal fusion and large-scale robot data pipelines. Previously co-founded Neotix Robotics.

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2025 - Robotics & AI Research

PyMyCobot Teleoperation

Developed remote teleoperation system for bimanual dexterous manipulation and data collection. Implemented real-time control protocols for imitation learning tasks.

Python ROS
UMI Multi-Sensor Data Extraction

Engineered comprehensive data extraction pipeline implementing SLAM-ORB3 for trajectory extraction and real-time 7-DOF trajectory analysis.

SLAM-ORB3 Rerun
UMI Data Annotation Pipeline

Developed annotation tools for robotic manipulation datasets using embodied Chain-of-Thought methods for labeling gripper poses and keyframes.

PyTorch Computer Vision
MinIO + LakeFS Data Infrastructure

Architected scalable data storage and versioning system for robotics datasets with Git-like version control for large sensor data.

MinIO LakeFS
LeRobot ISO-101 Platform

Built end-to-end robotic learning platform with data collection pipelines and policy training infrastructure for rapid prototyping.

LeRobot ROS2
RenAIssance Document Analysis

Google Summer of Code 2025 project. Built AI pipeline for digitizing Renaissance-era texts using deep learning for layout recognition and OCR.

PyTorch LayoutLMv3 GSoC
ISSR - Mental Health Crisis Detection

GSoC candidate project. AI-powered system for suicide prevention through social media analysis, sentiment detection, and geospatial crisis mapping.

NLP Social Media APIs Mental Health AI
ArtExtract - Art Analysis AI

Deep learning system combining CNN-RNN architectures for artwork classification, style detection, and similarity analysis across art history.

CNN-RNN PyTorch Art Analysis

2024 - Full-Stack Development

NutrAI Health Assistant

AI-powered health and nutrition recommendation system. Built full-stack application with intelligent meal planning and dietary analysis.

JavaScript Python React
CampusBuddy Mobile App

Flutter-based student application for discovering campus events, dining options, and university resources. Designed to enhance student life experience.

Flutter Dart Mobile
Point of Sales Terminal

Comprehensive Java-based POS system with inventory management, multiple payment methods, and sales reporting. Built with modular architecture for retail environments.

Java OOP Retail Systems

2023 - Game Development

Space Invader Game

Modified version of the classic arcade game with enhanced gameplay mechanics and modern graphics. Implemented in C++ with custom game engine features.

C++ Game Dev
Pacman AI

AI-driven Pacman implementation featuring autonomous agents, pathfinding algorithms, and intelligent ghost behavior. Demonstrates search algorithms and game AI principles.

Python Pygame AI Algorithms
About

Learn more about my background, experience, and approach to building intelligent systems.