Portfolio & Selected Work
Medtronic — Surgical Robotics
Medtronic Hugo Input Arms
Hugo Input Arms reliability improvements
Medtronic Hugo Arm Cart
Hugo Arm Cart cost reduction initiative
Encoder Defect Analysis
Encoder Defect Analysis
Gasket Prototypes
Gasket Prototypes
Ergonomic Buttons
Ergonomic Buttons Mfg redesign
Encoder Test Fixture
Encoder Testing Fixture
01 / Medtronic Surgical Robotics
Capital Hardware Life Extension
Led mechanical redesign effort targeting a 4× increase in capital equipment use-life — from 250 to 1,000 surgical procedures. Drove the full engineering cycle: failure mode investigation, iterative prototyping, solution testing, and team-wide adoption across 26 mechanical engineers.
↑ 4× hardware use-life · 170+ field returns investigated · 50%+ failure root-caused
FEA CAD Root Case Analysis Tolerance Analysis DFM / DFA
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02 / Medtronic Surgical Robotics
Capital Equipment Cost Reduction Program
Co-led a program driving a 25% cost reduction on large capital equipment through multi-body FEA simulations, tolerance analyses, and supplier-informed design changes. Coordinated across PDO, Quality, Manufacturing, Controls, and Software teams.
↓ 25% cost reduction on capital equipment
Multi-body FEA Cost Engineering Supplier Collaboration
Illuminant Surgical Inc
Illuminant Surgical Inc Product
"Skylight" from: https://www.illuminant.ai
External Cover Prototype
External Cover Prototype
Base Plate Prototype
Base Plate Prototype
03 / Illuminant Surgical Inc
Surgical Navigation System Redesign
Full revamp of a surgical navigation system enclosure and mechanical architecture. Achieved 40 lb weight reduction, 4× stability improvement, and 20% manufacturing cost savings. Integrated a pneumatic arm extension solution and designed a powder-coated aluminum + ABS full enclosure with contaminant protection.
↓ 40 lbs weight · ↑ 4× stability · ↓ 20% manufacturing cost
SolidWorks Pneumatics Sheet Metal IEC 60601 FDA V&V
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Full System Enclosure
Designed a low-cost enclosure using powder-coated aluminum and polished ABS for contaminant coverage. Delivered DXF, STEP, and STL files to 4 contract manufacturers.
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Pneumatic Arm Extension
Integrated a pneumatic solution to arm extension that reduced 45-pound lifting effort to under 10 pounds, dramatically improving usability in the OR.
MIT Device Realization Laboratory
Ultrasound Setup
Setup of ultrasound and tracking system
Ultrasound Processing
Processing of ultrasound images
Ultrasound Results
Results, included in the published paper
04 / MIT Device Realization Lab
Ultrasound Feature Tracking & Tremor Detection
First-authored research proposing a novel frame-to-frame ultrasound feature tracking algorithm requiring less manual initialization while matching Deep Neural Network accuracy. Conducted a 26-subject human study with 20+ wearable sensors. Developed a Python codebase for post-processing and tremor detection via FFT and Welch's method.

The full paper is available in the Documents section →
Published · BioMedical Engineering Online · 26-subject study
Python Signal Processing Computer Vision Published Research MIT
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Results TBD
Frame-to-Frame Tracking Algorithm
Novel tracking technique matching DNN accuracy with less manual setup. Full paper available on the Documents page.
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26-Subject Human Study
Designed and conducted a physiologic data collection study with 26 subjects using 20+ skin-adhered sensors and markers. Applied FFT and Welch's method for tremor characterization.
Myomo Inc
Myomo Arm Fixture
Fixture for mounting orthotic system
Myomo Testing Fixture
Fixture for testing orthotic system boards
05 / Myomo Inc
Orthotic Robotic System — Fixtures & Attachments
Designed a robust cycle-testing mechanical fixture for Myomo's powered orthotic system using low-cost and 3D-printed components. Modeled, 3D-printed, and redesigned 5 robotic system attachments to improve ease-of-use. Delivered a certified testing protocol covering fatigue, excessive deflection, and impact tests.
5 robotic attachments redesigned · certified test protocol delivered
SolidWorks 3D Printing Test Engineering Orthotics