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Guerrilla Gear

Product Design & Manufacturing Lead

Mar 2025 - Dec 2025

Led DFM/DFAM for a modular weight-stack system, achieving a 2.5x FoS via FEA and material optimization. Orchestrated a distributed manufacturing network reducing per-unit cost by 13%. Transitioned V1 thermoplastic innovation to V2 precision-machined variant, scaling fulfillment for six-figure revenue growth.

Guerrilla Gear

Key Contributions

V2 Precision Metal Variant
FEA Validation
Commercial Durability
GUERRILLA GEAR | PRODUCT DESIGN2025

META Pin

Precision-engineered all-metal upgrade with zero-fail commercial durability.
2.5x FoSSafety Factor
Xometry (CNC)Manufacturing
H7/g6 Sliding FitFit

The Challenge

Ground-up mechanical overhaul to a "Zero-Fail" commercial system with an interchangeable 8mm/10mm rod system.

The Approach

Transitioned to CNC-machined 6061-T6 Aluminum via sourced partners in the Xometry network. Utilized H7/g6 sliding fits and a concentric adapter sleeve system to ensure precision modularity. Coordinated the technical hand-off and QC inspection for all mission-critical dimensions.

The Impact

Verified a 2.5x Factor of Safety for dynamic peak loads (450lb+). Reduced field failure rates to 0% while supporting six-figure product growth through technical reliability and interchangeable pin modularity.

V1 Thermoplastic Variant
DFAM Optimization
Market Launch
GUERRILLA GEAR | PRODUCT DESIGN2025

Thermo Pin

Market-first modular weight-loading pin solving for cross-machine compatibility.
2.0x FoSSafety Factor
Slant 3D (FDM)Manufacturing
2-in-1Modularity

The Challenge

Identify and solve a gap for a modular weight-loading pin with zero upfront tooling cost. The goal was to validate product-market fit using agile manufacturing before committing to metal production.

The Approach

Engineered a modular "Base + Extender" architecture. Optimized Design for Additive Manufacturing (DFAM) print orientations for shear-force resistance. Sourced and coordinated with Slant 3D to utilize their distributed print farm, scaling to thousands of units.

The Impact

Established a new product category and enabled six-figure product growth via agile thermoplastic production. Dynamic stress testing revealed elastic deformation limits, providing the baseline requirements for the V2 metal overhaul.

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