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Case Studies

Edge AI & Autonomy.
Deployed. Proven.
In the Field.

Every case below is a production system — shipped, operating, and stakeholder-validated under real-world constraints.

// Proof of Deployment

What we’ve shipped. Where it’s running.

// Defense, Aerospace & Space

On-vehicle perception, autonomy, and operator control for the programs where failure isn’t measured in downtime, NASA, Teledyne FLIR, U.S. defense unmanned systems, and ITAR-controlled work.

NASA CADRE, Autonomous lunar rover swarm
// 01
// Aerospace · Lunar Exploration
NASA · CADRE

Three rovers lowered to the lunar surface, and the interface that reads their radar.

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// NASA · CADRE

Getting three rovers down, and reading what lies beneath.

Geisel developed the deployment software that lowers three autonomous rovers from their lander, plus the ground-control interface for the multistatic ground-penetrating radar carried by the three rovers.

3Autonomous rovers
237°FMidday lunar temp
33 ftGPR subsurface reach
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NASA Mars Sample Return, Sample Retrieval Lander
// 02
// Aerospace · Planetary Science
NASA · Mars Sample Return

Safety-critical software for the most complex robotic spaceflight ever attempted.

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// NASA · MSR / SRL

Flight hardware validation where failure isn’t an option.

Geisel designed and developed the test rack infrastructure used to validate flight hardware and software for the Sample Retrieval Lander, a test rack failure on Earth is a mission failure on Mars.

140MMiles from Earth
0Failure tolerance
#1Planetary Decadal priority
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Teledyne FLIR Kobra UGV
// 03
// Defense Robotics
Teledyne FLIR · Bomb-Disposal UGV

One controller. An entire UGV fleet. Shipped in six months.

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// Teledyne FLIR

The safety-critical operator interface that made universal control possible.

A tablet-based universal controller letting a single operator direct multiple UGVs and unmanned aircraft, delivered inside an Army deadline that couldn’t move.

6 moMission-critical delivery
1Operator, full fleet
UGV+UAVUniversal controller
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SOS Live first responder drone platform
// 04
// Public Safety
SafeOps Systems · SOS Live

Real-time situational awareness for first responders, from the air.

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// SOS Live · SafeOps Systems

Autonomous UAVs, integrated sensors, AI threat detection, in one command platform.

Low-latency video, path planning, BVLOS-compliant flight, cellular communications, and a command UI built for the conditions first responders actually operate in.

BVLOSFAA-compliant flight
CellularNo WiFi dependency
Multi-UAVSimultaneous feeds
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// Industry 4.0 · AMR & Warehouse Robotics

Perception, GPU compute, and simulation for the AMR fleets, warehouse robotics, and material-handling platforms shipping at production scale.

Warehouse robotic arm perception system
// 05
// Warehouse Autonomy
World’s largest operator of mobile robotics

Eight cameras. RGB and LiDAR. A warehouse robot that understands what it’s moving.

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// Warehouse Robotics · Perception

Detection is easy. Understanding is the hard part.

Multi-camera sensor network fusing RGB and LiDAR for real-time object detection, identification, and packing decisions at fulfillment-center scale.

8Cameras integrated
RGB+LiDARSensor fusion
GPUCUDA-accelerated
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Warehouse robotics digital twin simulation
// 06
// Robotics Simulation
World’s largest operator of mobile robotics

Thousands of hours of testing in a single day. No physical hardware.

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// Warehouse Robotics · Digital Twin

A physics-based simulation environment that removes the hardware ceiling.

Digital twins accurate enough that code validated in simulation behaves predictably on production hardware, and failed tests become data, not damage.

1,000sHours per day
0Hardware required
ParallelMulti-team testing
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GPU-accelerated grip orientation, wireframe point cloud in a 3-axis bounding box
// 07
// GPU Compute · CUDA
World’s largest operator of mobile robotics

The same grip calculation, made 700x faster on the GPU.

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// Warehouse Robotics · Grip Orientation

The client’s C++ orientation algorithm, ported to CUDA kernels.

Thousands of candidate poses across three axes, evaluated concurrently on a GPU-resident point cloud, with output numerically identical to the CPU baseline.

700xBest-case speedup
1:1Match to CPU baseline
CUDAGPU-accelerated
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// AgTech

Perception, autonomy, and process control software for agricultural robotics, vertical farming, and automated greenhouses operating at production scale.

Crop One ECO 1 vertical farm
// 08
// AgTech · Process Control
Crop One Holdings · ECO 1, Dubai

The world’s largest vertical farm. Autonomous environmental control at 300,000 sq ft.

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// Crop One · ECO 1

Farm Manager scaled from an R&D farm to a commercial operation in Dubai.

Thousands of pumps, valves, sensors, and switches across 20+ modular growth units, polling every 30 seconds, continuously, for three tons of greens a day.

300KSq ft controlled
3+ tonsDaily output
95%Less water
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// Medical Technology

Embedded software, device-to-cloud architecture, and safety-critical HMI for connected medical devices shipping under IEC 62304 and FDA submission.

PharmAdva MedaCube automated pill dispenser
// 09
// Medical · Connected Device
PharmAdva · MedaCube

A connected pill dispenser that closes the gap between prescription and patient.

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// PharmAdva · MedaCube

Embedded Linux, device software, and a compliant cloud caregiver portal.

Real-time alerts when a dose is missed or a device is unresponsive, built to the security standard medical environments demand.

Real-timeMissed-dose alerts
Multi-tierRole-based access
HIPAASecurity posture
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Diagnostic blood analyzer Android user interface
// 10
// Medical · Safety-Critical HMI
Medical Device Manufacturer

A new Android UI for a diagnostic device where display errors have patient consequences.

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// Medical · Diagnostic Blood Analyzer

Safety-critical HMI, delivered ahead of launch.

A modern Android interface replacing an outdated text-based UI, architected for reuse across the manufacturer’s product line, and shipped ahead of deadline.

AheadOf launch schedule
ReusableAcross product line
AndroidStoryboarded first
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Sterilis Solutions medical waste processing device
// 11
// Medical · IoT Security
Sterilis Solutions

From hazardous to harmless. A prototype turned into a production connected device.

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// Sterilis · Medical Waste Processing

Security audit, cloud platform, and a redesigned device architecture, as one system.

Geisel owned the full device-to-cloud communication layer, turning a strong prototype into a secure, production-ready connected medical device.

AuditSecurity-first build
Device+CloudUnified comms
ProductionFrom prototype
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iRobot Ava 500 telepresence robot configuration console
// 12
// Medical · Telepresence Robotics
iRobot · Ava 500

A breakthrough mobile robotics platform with a configuration console to match.

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// iRobot · Ava 500

An on-robot web app that turns setup into a status check.

A wizard-driven configuration console that replaced a clunky text-based interface, conforms to iRobot’s style guide, and lets IT staff confirm cloud connectivity at a glance, all green means connected.

On-robotWeb application
WizardStep-by-step setup
All GreenCloud-connected
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// Industry 4.0 · Manufacturing & Production Tooling

Test and validation software off the robot rather than on it, different lifecycle, same engineering DNA. The depth that makes us credible to robotics manufacturers, and the cleanest on-ramp into new accounts.

iRobot ConnectR manufacturing QA
// 13
// Manufacturing Test
iRobot · ConnectR

The manufacturing QA system that shaped how iRobot ships connected robots.

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// iRobot · ConnectR

Automated built-in test, every unit, every time.

A factory-floor testing and audit platform that verifies motors, video, WiFi, and critical systems on every unit before shipment, and became the foundation for iRobot’s connected-robot manufacturing.

100%Units tested
AuditPass/fail logging
FoundationFor future programs
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Jibo social robot
// 14
// Manufacturing Test · Service
Jibo · Social Robotics

From one hour to five minutes per unit. A 92% reduction in service testing.

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// Jibo · Service & Remanufacturing

Automated robot testing that doesn’t need a trained engineer.

A Python + Raspberry Pi platform running 20+ automated functional checks per returned unit, with database-backed logging so failure patterns finally became visible.

92%Testing time reduction
5 minPer unit
20+Automated tests
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// Security

Secure boot, threat modeling, and hardened firmware engineering for the connected devices, IoT platforms, and endpoint security products operating against active adversaries.

Carbon Black endpoint security
// 15
// Cybersecurity · Endpoint
Carbon Black

Their flagship Windows endpoint product, built for Linux. From scratch.

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// Carbon Black · Linux Kernel

Kernel-level security software that doesn’t get second chances.

A Linux kernel security module delivering application whitelisting with the reliability, performance, and commercial viability of the Windows market leader.

8 moWindows → Linux
KernelDeep integration
30+Fortune 100 customers
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