All Paths
Path / AI Engineering
BUILD PRODUCTION-READY AI SYSTEMS.
Move from Python and LLM fundamentals to real systems you can build, evaluate and ship.
Start This Path12 WEEKS08 BUILDS24 SKILLS03 REVIEWS
MentorFox
Project 01
RAG Application
A retrieval-augmented app that answers questions over your own documents.
PythonLLMAPI
12WEEKS
08BUILDS
24SKILLS
03REVIEWS
02ASSESSMENTS
What you'll build
Real projects. Portfolio-worthy.
01 /
RAG APPLICATION
A retrieval-augmented app that answers questions over your own documents.
Tech
Python · LLM · API
Skills
Python · Retrieval · Embeddings
02 /
AI AGENT
A tool-using AI workflow that plans and calls tools to get a job done.
Tech
Python · LLM APIs · Tool calling
Skills
Python · LLM APIs · Tool calling · Evaluation
03 /
EVALUATION SYSTEM
A harness that scores model outputs against real test cases.
Tech
Python · Evals · CI
Skills
Python · Evaluation design · CI
Curriculum
How the path is structured.
Capability
What you'll be able to do.
BUILD
- Python
- PyTorch
- OpenAI
DATA
- PostgreSQL
SHIP
- Docker
- AWS
VALIDATE
- Project review
- Skill assessment
- Human feedback
Guidance
You're not learning alone.
AI Guidance
- Next-step recommendations
- Concept explanations
- Practice generation
- Project review
Mentor Validation
- Project feedback
- Architecture review
- Assessment
- Human guidance
Learn→AI Guides→Build→AI Reviews→Mentor Reviews→Validated
Proof
Evidence, not a completion badge.
Projects+Practice+Assessment+Mentor Review
Validated Skills
Python
PyTorch
OpenAI
PostgreSQL
Docker
AWS
Credential
What you'll have at the end.
FAQ
Questions.
Programs in this path
- AI Engineer ProgramBuild production-ready AI systems, not prompt demos.