Skill Matrix
Skill Matrix Rate each skill from 0 to 5. Scale: 0: No practical understanding. 1: Can recognize concepts. 2: Can follow tutorials. 3: Can build with guidance. 4: Can build indepen
Skill Matrix
Rate each skill from 0 to 5.
Scale:
- 0: No practical understanding.
- 1: Can recognize concepts.
- 2: Can follow tutorials.
- 3: Can build with guidance.
- 4: Can build independently and debug.
- 5: Can design, teach, and justify trade-offs.
| Skill | Current | Target | Evidence | Next Action |
|---|---|---|---|---|
| Python | 0 | 4 | ||
| SQL | 0 | 4 | ||
| Statistics | 0 | 3 | ||
| Machine Learning | 0 | 4 | ||
| Deep Learning | 0 | 4 | ||
| Transformers | 0 | 4 | ||
| LLMs | 0 | 5 | ||
| RAG | 0 | 5 | ||
| AI Agents | 0 | 5 | ||
| Tool Calling/MCP | 0 | 4 | ||
| AI Evaluation | 0 | 5 | ||
| MLOps/LLMOps | 0 | 4 | ||
| Docker | 0 | 4 | ||
| Kubernetes | 0 | 4 | ||
| Cloud Architecture | 0 | 5 | ||
| Networking | 0 | 4 | ||
| Security | 0 | 4 | ||
| IAM/RBAC | 0 | 4 | ||
| Terraform | 0 | 4 | ||
| System Design | 0 | 5 | ||
| Enterprise Architecture | 0 | 5 | ||
| Product Management | 0 | 4 | ||
| ROI/Business Case | 0 | 4 | ||
| Technical Communication | 0 | 5 |