Capabilities
Every skill, connected to evidence.
Grouped by discipline — no percentage bars or star ratings, just capabilities and the projects that demonstrate them.
Mechanical & CAD
- Siemens NX
- Teamcenter
- SolidWorks
- AutoCAD
- Fusion 360
- NXOpen
- CADIQ
- Engineering drawings
- Assembly design
- Tooling design
- Product data
- Revision control
- Design reviews
- Root-cause investigation
- Configuration management
- Design for manufacturing
- Design for assembly
- Engineering change management
Evidence: Aerospace & Mechanical Engineering, HyperPLM
Software Development
- Python
- SQL
- HTML
- CSS
- JavaScript
- FastAPI
- REST APIs
- Pandas
- PowerShell
- WordPress
- Git & GitHub
- Authentication
- Role-based access
- Data import/export
- Testing
- Debugging
- Logging
- Deployment
- AI-assisted development
Evidence: HyperPLM, Contractor Portal, AlphaForgeAI
Data, ML & AI
- Data acquisition
- API ingestion
- Data cleaning
- Parquet
- DuckDB
- SQL databases
- Time-series data
- Pipeline scheduling
- XGBoost
- Feature engineering
- Hyperparameter optimization
- Walk-forward evaluation
- Holdout testing
- Calibration
- Model-promotion criteria
- Performance monitoring
- LLM-assisted engineering
- Workflow automation
Evidence: AlphaForgeAI
Cloud & Infrastructure
- Ubuntu Server
- Docker
- Nginx
- Traefik
- n8n
- Cloud Run
- Cloud SQL
- Scheduled services
- Monitoring
- Backups
- Domain & DNS
- SSL certificates
- Git-based deployment
- GPU compute
Evidence: Self-Hosted Infrastructure
Fabrication & Field Work
- Welding
- Metal fabrication
- Cutting & grinding
- Mechanical assembly
- Equipment repair
- Automotive systems
- Trailer & utility equipment
- Excavation equipment
- Prototyping
- Field modification
- Measurement & fit-up
- Shop & field problem solving
Evidence: Agrifarms LLC, Motorsports
Not presented as certified welding unless certification is documented.
Additive Manufacturing
- Design for AM
- Rapid prototypes
- Jigs & fixtures
- Functional components
- CAD-to-print workflows
- Tolerance testing
- Dimensional tuning
- Slicer configuration
- Nozzle/hot-end selection
- Printer modification
- Material selection
- Failure analysis
Evidence: Additive Manufacturing Lab
Project Leadership
- Requirements gathering
- Stakeholder communication
- Project planning
- Work breakdown
- Scheduling
- Risk identification
- Design reviews
- Status reporting
- Roadmaps
- Technical decision-making
- Mentoring
- Cross-functional coordination
- Vendor & subcontractor management
- Balancing speed, cost, risk & quality
Evidence: Engineering & Agrifarms LLC
Product & PLM
- Product lifecycle workflows
- Parts & part numbers
- Revision tracking
- BOM & where-used
- Release workflows
- Check-in / check-out
- Document management
- Configuration tracking
- Requirements definition
- Incremental delivery
Evidence: HyperPLM
Breadth as integration — not lack of focus
The value is in connecting these areas end to end. See how they come together in the work.