Everything that shares a tag.

Sourcing and diligencing growth-stage MedTech, aerospace, and other deep tech deals for a consortium of family offices, former founders, and VCs.

• Growth Equity
• MedTech
• Deal Sourcing
• Due Diligence
• IC Memos

An autonomous dialysis circuit for ex vivo kidney perfusion, with a patent application in progress.

• Organ Perfusion
• Transplant Medicine
• Patent Pending
• Embedded Systems
• CAD

Cut machining costs 20%+ and sped tolerance analysis 50% on robotic laparoscopy components.

• Surgical Robotics
• MedTech
• Cost Optimization
• GD&T
• DFM/DFA

TurboTax for drawings. A multi-model AI tool that reads 2D drawings, flags GD&T errors, and prices the cost of over-tight tolerances.

• Design for Manufacturing
• Applied AI
• GD&T (ASME Y14.5, ISO 1101)
• Tolerance Analysis
• Full-Stack Development

Co-founded a 56-member club with tournaments, excursions, and sponsor relationships.

• Student Organization
• Sponsorship Negotiation
• Budgeting
• Partnerships

Brake system integration and manufacturing support on the FSAE car. A deliberately small role.

• Formula SAE
• Vehicle Dynamics
• Brake System Integration
• Manufacturing Support
• Assembly

Built a flashback rig from components and measured laminar flame speed across 13 tests with full error propagation.

• Combustion
• Safety-Critical Systems
• Experimental Design
• Uncertainty Analysis
• Technical Writing

3D-printable prosthetics for people who need them, designed for cost, manufacturability, and real use.

• Prosthetics and Adaptive Devices
• CAD
• Additive Manufacturing
• Iterative Prototyping

An operations stack for an investment firm, reusable AI skills, and the tooling habits behind ToleranceForge.

• Applied AI
• Workflow Automation
• Claude Code
• Agentic Workflows
• Multi-Agent Systems

A wind-up Happy Meal style submarine engineered to injection molding standards, a choking-hazard test, and a $0.63 unit cost at 2 million parts a year.

• Consumer Product Design
• Design for Manufacturability
• Cost Modeling
• Injection Molding DFM
• Tolerance Stack-Up

A sub-$15 monitor that alerts nurses when a bCPAP water chamber runs dry, designed for local manufacture in Kampala.

• Neonatal Care
• Global Health
• Clinical Needs Finding
• Structured Ideation
• Cost-Constrained Design

Miles for dollars. Part of the Duke Sigma Chi team that raised a record $36,805 for cancer research last year.

• Cancer Research
• Fundraising
• Endurance Training
• Event Prep

A reinforcement learning Snake agent, an A* pathfinder, a face recognition attendance tracker, and a sentiment classifier. Tutorial-grade, and the start of the habit.

• Machine Learning
• Computer Vision
• Python
• PyTorch
• scikit-learn

A $500 grant, a Savannah cat with a spinal injury, and a leg support problem that a prosthetist solved better than my CAD intuition did.

• Rehab and Mobility Tech
• User-Centered Design
• Onshape
• 3D Printing
• Material Selection

Top 20% of global entrants, a first for my school, plus a published paper on e-bike adoption.

• Quantitative Modeling
• Public Policy Analytics
• MATLAB
• Problem Structuring
• Technical Writing

A chest-worn LiDAR and camera device with spoken callouts, built from about $50 of components against a commercial benchmark that retails above $4,000.

• Assistive Technology
• Embedded Systems
• Hardware Integration
• CAD
• 3D Printing

Two Boston Whalers, a Carolina Skiff rebuilt and sold, an Alfa Romeo Giulia finished, and a 1970s Porsche 911 in progress.

• Marine Systems
• Automotive Restoration
• Mechanical Diagnostics
• System Rebuild
• Buy, Improve, Sell

A tethered ROV designed from first principles, with custom propellers and a custom surface controller. A learning project, not a cost project.

• Underwater Robotics
• Systems Engineering
• Onshape
• Electrical Integration
• Custom Controller

Ran STEAM activities for children during hospital treatment.

• Pediatric Care
• Program Facilitation
• Curriculum Design
• Leadership

Restarted a dormant club supporting girls’ education in Kenya and grew its participation.

• Education Access
• Organization Revival
• Fundraising
• Event Planning

Tutored middle school students and recruited more tutors to expand the program.

• Education
• Tutoring
• Recruiting
• Program Coordination

A full beach house redo, structural and electrical repairs on lake and residential properties, and custom pieces from an osprey nesting platform to Duke-style benches. Hundreds of smaller projects not shown.

• Design-Build
• Structural Repair
• Custom Fabrication
• Electrical Work

Managed groups of 20+ campers from early childhood through pre-teen.

• Youth Programs
• Group Management
• Safety
• Communication

Rebuilt a high school robotics program from the inside, then led it to a record fundraising year and top 10 in North Carolina.

• Competition Robotics
• Engineering Leadership
• Org Design
• Fundraising
• Systems Integration

Order fulfillment and a first look at line bottlenecks.

• Operations
• Fulfillment
• Process Improvement
• Operations

Helped produce 250,000+ meals over five years and raised $20,000, double the goal.

• Food Security
• Fundraising
• Event Logistics
• Team Coordination

Record 37-member class, 1,250+ alumni relationships, and a six-figure housing budget.

• Organizational Leadership
• Budget Ownership
• Alumni Relations
• Event Operations