Experience & skills

Bridging engineering, data science, and smart manufacturing.

Technical Skills

automation

 Automation, Testing & Controls
· PLC (Allen-Bradley)
· SCADA (Ignition, FactoryTalk)
· Predictive Maintenance
· Validation documentation
· FDA/ISO 13485 Compliance

data

Programming & Data Analytics
· Python / Pandas / SQL
· TensorFlow / PyTorch
· VS Code / Jupyter Notebooks
· Machine Learning
· Predictive Modeling
· Data Visualization

cad

CAD & Product Design
· SolidWorks
· AutoCAD
· 3D Modeling
· Mechanical Drafting
· Process Documentation

lean

Lean Manufacturing & Process Optimization
· Six Sigma
· Root Cause Analysis
· Risk Assessment (FMEA)
· Cost Reduction Projects
· Statistical Process Control

smart

Smart Manufacturing

· Industry 4.0 & Cloud Integration
· Oracle Cloud Manufacturing
· SCADA Integration
· IoT Solutions
· AI Agents integration
· Data Acquisition Systems

projects

Leadership & Project Management

· Project & Cross-functional Leadership
· Timeline Optimization
· Strategic Planning
· Technical Documentation

Experience Highlights

medtronic

Medtronic (2018 – Present)

Project / Process Engineer

· Led $3.3M validation project for 38 test systems under FDA standards.

· Implemented raw material validation project, reducing production cost by 15%.

· Directed cross-functional engineering teams ensuring compliance and on-time delivery.

medtronic

Medtronic (2017 – 2018)

Quality Assurance Engineering Technician

· Authored and executed Test Method Validations for molded components.

· Supported FDA documentation and risk management updates
(PFMEA, Process Maps, Validation documentation).

smk

SMK Electronics (2016)

Project Development Intern

· Supported process validation and engineering documentation for new products.