ACADEMY PROGRAMS
Build the layer of AI that
you want to master.
Four Specialist Pathways
Each pathway develops a distinct engineering capability while retaining common foundations, the same mastery standard and the same expectation of hands-on proof.
THE 70 / 30 CURRICULUM MODEL
70% Mastery Core
All learners develop common foundations across data, machine learning, agentic systems, edge AI and secure enterprise deployment. The common core is shaped through individual, non-confidential guidance from WITT Advisory Council members and remains subject to Academy academic review.
30% Specialisation & Applied Learning
Learners use learning credits to select approved electives, case studies and applied activities aligned with their interests and intended career direction. Any company-specific learning requires a separate, approved academic process.
Academic Independence
Advisory Council input informs relevance; Crucifer Academy retains responsibility for curriculum design, fairness, assessment, progression, regulatory compliance and academic decisions.
The Four Programs
AI Data Engineering & Vector Systems
For learners who want to build the reliable data, retrieval and vector foundations that AI systems depend on.
AI & Machine Learning Engineering
For learners who want to build and train machine learning models, develop and adapt language models, and engineer controlled agentic systems.
Edge AI & Applied Robotics
For learners who want to bring intelligence into cameras, sensors, devices, embedded environments and robotic workflows.
Enterprise AI Deployment, MLOps & Governance
For learners who want to deploy, monitor, secure and govern AI systems across their operational lifecycle.
What Every Program Requires
Live Participation
Attend live, two-way teaching and participate actively.
Teach-Back
Explain concepts clearly enough to withstand questioning.
Practical Execution
Complete guided, monitored and independent engineering work.
Secure Assessment
Meet the defined competency threshold before progressing.
Professional Conduct
Protect confidentiality, intellectual property, assessment integrity and responsible-use standards.
Program & Award Status
These program descriptions express the planned competency direction. Final curriculum, schedules, tools, award titles, awarding-body references, vendor certifications, tuition and country availability will be published only after formal approval.