WCO.
Projects

From idea to prototype.

Each case study walks through the problem, the approach, and what shipped: mechanical design, controls, simulation, and real-world results.

Technical Projects

Applied engineering work from internships, research, and capstone projects.

Factory I/O setup: CNC machining cell, 6-axis robot, conveyor, and AS/RS rack.

Robot Machining Center & AS/RS Automation System

Fully autonomous load → machine → store cycle

Architected an integrated robotic machining cell tied to an Automated Storage & Retrieval System (AS/RS): programmed Allen-Bradley PLC logic in Studio 5000 to coordinate a 6-axis robot, CNC machining center, and shuttle-based storage rack, with an OptixStudio HMI for recipe selection, live cycle tracking, and fault recovery. Modeled and validated the full material flow in Factory IO before deployment.

Allen-Bradley PLCStudio 5000OptixStudio HMIFactory IORobotics

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SolidWorks CAD model: (1) hopper, (2) vibration funnel, (3) conveyor, (4) vision module, (5) paddle sorter.

Electronic Component Sorting System

99% precision · 95% mAP@50

Led a computer vision–based automated sorter: trained a YOLOv8 model on 3,000+ labeled images across four classes, then integrated a through-beam photoelectric sensor and Arduino Mega to trigger image capture, processing, and motor control for synchronized real-time sorting.

YOLOv8PythonArduinoEmbedded

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The original Jominy fixture , the source of misfeeds, scrap, and measurement variation.

Jominy Hardness Testing Fixture

80% reduction in COPQ

Led a DMAIC-driven process optimization initiative , 5 Why and cause-and-effect root cause analysis, fixture redesign to reduce misfeeds, and Cp/Cpk capability work , to drive measurable improvements in stability and yield.

DMAICDFMEASPCSolidWorks

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RobotStudio simulation setup , ABB robot flanked by dual conveyors for pick and place.

Automated Pick-and-Place Conveyor System

Continuous, repeatable pick-and-place cycles

Built an industrial automation simulation in ABB RobotStudio integrating a robotic arm, dual conveyor system, smart sensors, gripper controls, and digital signal logic. Developed RAPID programs and station logic to coordinate robot motion, part detection, gripping, conveyor movement, and repeatable automation cycles.

ABB RobotStudioRAPIDSimulationAutomation

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