For students

Build skills you can show.

MentorFox turns a goal into a path. Pick a career path, build the real projects in it, and have your work validated by mentors.

Pick a career path

Each path is a set of skills, real projects and the programs that lead to a role.

Explore the AI Engineering Career Path
Move from Python and LLM fundamentals to real systems you can build, evaluate and ship.
Explore the AI Product Engineering Career Path
Product thinking alongside engineering: ship an AI-native feature into a real system.
Explore the Data & ML Career Path
Statistics and ML fundamentals, grounded in real datasets, all the way to a shipped model.
Explore the Full Stack Engineering Career Path
Go from a blank repo to a deployed product, covering frontend, backend, and everything that keeps it running.
Explore the DevOps & Cloud Career Path
Linux, containers, and CI/CD as one connected system, on real cloud environments.

Projects you would build on the AI Engineering and AI Product paths.

RAG Application
A retrieval-augmented app that answers questions over your own documents.
Python · LLM · API
Mentor-validated
AI Agent
A tool-using AI workflow that plans and calls tools to get a job done.
Python · LLM APIs · Tool calling
Mentor-validated
Evaluation System
A harness that scores model outputs against real test cases.
Python · Evals · CI
AI Feature Spec
A scoped, shippable AI feature spec, from idea to interface.
Figma · Notion · API design
Mentor-validated
AI-Native Feature
An AI feature you ship into a real, working product.
React · LLM · API
Mentor-validated
Product Review
A review pass that measures and improves what you shipped.
Analytics · Feedback · Iteration

01 GOAL
Turn your goal into a path.
Tell MentorFox where you want to end up. Your aspiration becomes a structured learning journey, not a list of courses.
02 PATH
Build your path.
The goal expands into a roadmap of skills, ordered by what actually depends on what.
03 LEARN + PRACTICE
Learn, then practice.
Each skill is a real destination, not a checkbox; the concepts you need, explained when you need them, then drilled with small, deliberate reps until it's second nature.
04 BUILD
Build.
A skill becomes a real project: requirements, tasks, implementation, testing.

AI Foundations: From Concepts to Real-World Applications. 10 OCT 2026, online.

MentorFox prepares you for these exams. The credentials are issued by the organizations that run them, not MentorFox.