Loading Experience...
Pull to return to Guerrilla Gear
Back to Portfolio

Independent Projects

Mechatronics & Design

2024 - Present

Independent engineering ventures focusing on robotics, advanced kinematics, and full-stack integration.

Independent Projects

Key Contributions

Slicer UI
Final Build
ENGINEERING PROJECT2025

Brick It! LEGO 3D Printer

Autonomous robotic cell converting user media into automated LEGO builds.
9.5 s/brickCycle Time
92%Accuracy
-30%Part Count

The Challenge

Led development of a gantry-based robotic cell that converts user media into automated LEGO builds. Built a prototype assembly system with part feeding, motion control, sensing, calibration, and toolpath generation.

The Approach

CAD in SolidWorks, using FEA and test builds to reduce placement error. Programmed ROBOTC homing, placement, recovery, and sensor checks, plus a fullstack React/Three.js web slicer.

The Impact

Achieved 9.5 s/brick and 92% placement accuracy after calibration and repeated test builds. Reduced dispenser part count by ~30% and magazine changeover time by ~25%. Reduced end-effector deflection by ~15%, improving placement stability.

Exploded View
PDF Preview
Technical Report
ENGINEERING PROJECT2024

Trace It! Interactive Targeting

Belt-driven motion platform with closed-loop stepper control and IR sensing.
95%Accuracy
8 cm/sTracking
Closed-LoopControl

The Challenge

Design an interactive targeting platform capable of highly accurate and stable tracking under variable environmental conditions.

The Approach

Engineered a belt-driven motion platform utilizing closed-loop stepper control and IR sensing. Applied DFM and tolerance analysis, utilizing CNC machining and additive manufacturing for structural components.

The Impact

Achieved 95% detection accuracy and stable tracking at 8 cm/s under variable lighting. Improved overall system reliability and simplified the assembly process for repeatable builds.

Primary SpacePad Hero View
SpacePad Mechatronic Assembly
MECHATRONICS2025

SpacePad: Magnetic 6-DoF Spacemouse + Macropad

High-reliability HMI capable of fluid 6-DoF navigation and macro orchestration.
MLX90393 3D MagnetometerSensor
6-DoF (Non-Contact)Kinematics
RP2040 (CircuitPython)Logic

The Challenge

To bridge the ergonomic gap in complex 3D CAD workflows (Fusion 360/Blender) by engineering a dedicated Human-Machine Interface (HMI). The objective was to replace wear-prone mechanical joysticks with an open-source, high-reliability magnetic system capable of fluid 6-DoF navigation and macro orchestration.

The Approach

Developed a custom magnetic sensing mechanism utilizing the MLX90393 3D magnetometer for high-precision, non-contact coordinate tracking. Engineered the kinematics using a balanced system of 3 compression and 3 extension springs to achieve tuned, return-to-center tension. Integrated a 25-key mechanical matrix and dual EC11 rotary encoders, optimized for low-latency command execution via RP2040 firmware.

The Impact

Created a production-ready mechatronic tool that eliminates the 'Mouse-Keyboard fatigue' in high-throughput engineering workflows. Proven through field testing to increase CAD navigation efficiency by 40%.

Scroll down or click to return to home