Custom roadmap
Generative AI for Professionals Learning Roadmap
A three-layer map: foundations, guided builds, then portfolio-grade evidence. Built for English-speaking professionals operating from Thailand with regional stakeholders.
Skills map
- Structured prompting + schema contracts
- Retrieval design + latency honesty
- Evaluation rubrics + model card drafting
- Release ops playbooks + incident comms
- Localization tone ladders + field interviews
Tool stack breakdown
API consoles, Notion documentation hubs, vector stores (Weaviate or hosted equivalents), labeling tools, Looker Studio exports, and Git-based change tracking. We rotate vendors per cohort so you learn patterns—not single-brand dependency.
Capstone outline
Week A: problem framing memo. Week B: artifact build with mentor markup. Week C: pin-up or written defense with explicit limitations page. Optional public-safe PDF for recruiters.