About Upper
A team of aerospace, robotics, and AI engineers building autonomous systems for the most demanding environments.
Who We Are
Upper Bound Robotics is a team of engineers and researchers with advanced degrees — Masters and PhDs — in aerospace engineering, machine learning, flight control, and autonomous robotics. Based across the United States and Canada, our team brings deep academic rigor and hands-on industry experience to every project we take on.
Our Expertise
Aerospace Engineering
Launch vehicle design, spacecraft subsystems, orbital robotics, and propulsion systems for space applications.
AI & Machine Learning
Object detection, segmentation, depth estimation, anomaly detection, and custom model development for embedded aerospace and robotic platforms.
Guidance, Navigation & Control
Complete GNC software for vehicles operating in space, air, on the ground, and in water — from low-level control to mission planning.
Flight Control Systems
Proprietary flight controllers for multicopter, fixed wing, and VTOL platforms with ML-enhanced adaptive control.
Computer Vision
Image processing, 3D reconstruction, visual perception, and real-time vision systems for aerospace and robotic platforms.
Sensors & Communication
Multi-sensor integration, hardware time synchronization, and long-range communication systems for remote and extreme environments.
Safety-Critical Systems
Experience with safety-critical aerospace and flight applications requiring robust, reliable, and fault-tolerant software designs.
High Performance Computing
Efficient model training, inference optimization, and deployment on embedded edge compute platforms.
Previous Experience
Highlights from projects our team has delivered.
Flight Controller Development
Designed helicopter and multicopter flight controller hardware and software with ML-enhanced stability and crash landing mitigation systems.
Multi-Robot Communication Systems
Designed and implemented optimal communication architectures for multi-robot coordination in industrial and field environments.
Embedded ML for Robotic Perception
Created proprietary machine learning models for semantic segmentation, object detection, and depth estimation running in real time on embedded hardware.
ML Data Annotation Platform
Built a complete data annotation platform for generating 2D and 3D computer vision datasets at scale, deployed on-premise for sensitive data.
Why Work with Upper
Aerospace & Industrial Experience
We understand the unique challenges of deploying autonomous systems in aerospace, defense, and industrial settings — not just research labs.
Extreme Environment Expertise
Our systems are engineered for the harshest conditions — from the vacuum of space and high-altitude flight to remote outdoor terrain and underwater operations.
Full-Stack Capability
From hardware design and sensor integration to flight software and ML models — we deliver complete solutions, not just components.
Production-Ready Systems
Our software and hardware are built to run with minimal maintenance — robust, reliable, and deployment-ready from day one.
Let's build something together
Reach out to learn more about our team and how we can help with your aerospace and robotics project.
Contact Us