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.
Projects
2025 - Robotics & AI Research
Developed remote teleoperation system for bimanual dexterous manipulation and data collection. Implemented real-time control protocols for imitation learning tasks.
Engineered comprehensive data extraction pipeline implementing SLAM-ORB3 for trajectory extraction and real-time 7-DOF trajectory analysis.
Developed annotation tools for robotic manipulation datasets using embodied Chain-of-Thought methods for labeling gripper poses and keyframes.
Architected scalable data storage and versioning system for robotics datasets with Git-like version control for large sensor data.
Built end-to-end robotic learning platform with data collection pipelines and policy training infrastructure for rapid prototyping.
Google Summer of Code 2025 project. Built AI pipeline for digitizing Renaissance-era texts using deep learning for layout recognition and OCR.
GSoC candidate project. AI-powered system for suicide prevention through social media analysis, sentiment detection, and geospatial crisis mapping.
Deep learning system combining CNN-RNN architectures for artwork classification, style detection, and similarity analysis across art history.
2024 - Full-Stack Development
AI-powered health and nutrition recommendation system. Built full-stack application with intelligent meal planning and dietary analysis.
Flutter-based student application for discovering campus events, dining options, and university resources. Designed to enhance student life experience.
Comprehensive Java-based POS system with inventory management, multiple payment methods, and sales reporting. Built with modular architecture for retail environments.
2023 - Game Development
Modified version of the classic arcade game with enhanced gameplay mechanics and modern graphics. Implemented in C++ with custom game engine features.