Train AI for the world. Make AI serve smarter.
A three-week working residency for domain experts. Learn the craft of AI Evaluation, ship a capstone that stands up to a hiring manager at a frontier lab, and graduate as a Certified AI Evaluation Professional.
AI is being built right now.
The question is who trains it.
Every frontier model, every enterprise copilot, every safety review depends on one thing the machine cannot do alone: expert human judgment. The companies shaping AI are hiring doctors, lawyers, educators, engineers, scientists, and researchers to rank, evaluate, and align their systems. This is the workforce we are training.
$200B+
Invested in Human-in-the-Loop AI by 2026
10×
Growth in expert-evaluation roles YoY
70+
Countries hiring certified domain evaluators
1 in 3
Frontier tasks graded by domain experts
Expert evaluators across every domain
Medicine · Law · Engineering · Education · Research
"The scarcest resource in AI is not compute or capital. It is calibrated human judgment."
This program is built for the professionals who will supply it.
AI needs human expertise.
The future of AI will be shaped by domain experts who evaluate, improve, and make it trustworthy. Leading organizations invest heavily in Human-in-the-Loop evaluation, AI Safety, Data Integrity, and Model Alignment. This program prepares professionals to contribute meaningfully to those workflows worldwide.
AI generates answers.
Only experts can determine whether those answers are accurate, safe, ethical, and useful in the real world.
AI safety is a human discipline.
Frontier labs invest heavily in Human-in-the-Loop evaluation, red-teaming, and model alignment.
Domain expertise is the bottleneck.
Doctors, lawyers, engineers and educators translate professional judgment into training signal.
This program prepares you.
Rigorous, hands-on training to contribute meaningfully to Responsible AI workflows worldwide.
Four steps to become a Certified AI Evaluation Professional.
A guided path from first principles to a portfolio piece that stands up in a hiring room at a frontier lab.
Learn
Weekly live sessions covering AI foundations, evaluation frameworks, safety, and alignment.
Practice
Guided labs where you evaluate real model outputs from your professional lens.
Get Certified
Earn the Certified AI Evaluation Professional (CAEP) credential from GMind Academy.
Access Global Opportunities
Join a network of certified experts contributing to Responsible AI worldwide.
What you'll study, build, and ship.
Ten modules of live instruction, hands-on evaluation labs, and portfolio projects that graduate with you.
- Module 01
AI Foundations
How modern AI systems work, learn, and fail.
- Module 02
Human-in-the-Loop
The role of human judgment in AI development.
- Module 03
AI Evaluation
Frameworks for measuring model quality and behaviour.
- Module 04
Data Integrity
Golden datasets, labeling standards, and quality assurance.
- Module 05
RLHF
Reinforcement Learning from Human Feedback in practice.
- Module 06
AI Safety
Risk, harm, and how to make AI systems safer.
- Module 07
Responsible AI
Bias, fairness, transparency, and accountability.
- Module 08
Model Alignment
Aligning model behaviour with human values.
- Module 09
Domain Expert Evaluation
Applying your professional lens to AI outputs.
- Module 10
Capstone Project
A domain-specific AI evaluation you can showcase.
A paid training. Apply to get more Information · 100% Virtual · 3 weeks
What you'll master.
Twenty-plus competencies across four pillars — the full toolkit of a Certified AI Evaluation Professional. Your certificate showcases the headline six; the program develops all of them.
Evaluation & Judgment
Assess model behavior with the eye of a domain expert.
Data Quality
Produce the labeled, high-integrity data that models learn from.
Safety & Alignment
Make AI systems safer, fairer, and more truthful.
Domain Application
Apply your professional expertise to real AI workflows.
Three weeks in.
A different career out.
This is not a lecture series. It is a working residency in AI Evaluation designed to leave you with proof — of skill, of taste, of judgment — that stands up in an interview room and on a resume.
A recognized credential.
Graduate as a Certified AI Evaluation Professional (CAEP) — a portable, verifiable badge of expert-level judgment.
A working portfolio.
Ship a domain-specific capstone evaluation you can hand to a recruiter at Scale, Turing, Mercor, or a frontier lab.
A global network.
Join an alumni community placed inside Gemini, Meta, OpenAI, Anthropic, GMind AI, and Responsible AI research groups.
Fluency in the vocabulary.
RLHF, red-teaming, hallucination detection, rubric design, golden datasets — you'll speak the language of the field.
A sharper professional edge.
Your expertise becomes a training signal. Your judgment becomes a product. Your career gets a second engine.
An on-ramp to real work.
Interview prep, referrals, and a curated pipeline to companies actively hiring expert evaluators worldwide.
Everything you need to know
Three cohorts in 2026. Seats are limited to keep cohorts small and hands-on.
- Live instructor-led training
- Hands-on virtual annotation & evaluation labs
- Real-world portfolio projects
- 1 week of interview preparation
- Guidance from international AI experts
- Certificate of Completion from GMind Academy
Sample MockupCertified AI Evaluation Professional (CAEP)
Verifiable digital credential issued on graduation
Built for domain experts.
Not just technologists.
If you're a doctor, lawyer, engineer, educator, researcher, banker, journalist, or scientist, the next cohort is for you.
Medical Professionals
Doctors · Nurses · Pharmacists · Public Health Experts · Clinicians
Legal Professionals
Lawyers · Judges · Compliance Officers · Policy Experts · Paralegals
Engineering Professionals
Civil · Mechanical · Electrical · Software · Industrial Engineers
Educators & Researchers
Teachers · Lecturers · Professors · Instructional Designers · Researchers
Finance & Business
Bankers · Accountants · Risk Analysts · Marketers · Operations
Scientists & Technologists
Data Scientists · Biologists · Chemists · Physicists · Lab Researchers
Journalists & Media
Journalists · Editors · Fact-Checkers · Content Strategists
Government & Public Policy
Regulators · Civil Servants · Development Experts · NGOs
No prior AI engineering experience required.
Where your skills are needed
Graduates contribute to AI teams, research labs, and enterprise adoption programs across every major industry and academic discipline.
AI Evaluation Teams
Human-in-the-Loop Operations
Responsible AI Programs
AI Safety Initiatives
AI Governance Teams
Research Organizations
Universities
Healthcare AI Projects
Legal Technology
Enterprise AI Adoption
Save your place in the next CAEP cohort.
Get a personal call from our admissions team, the full curriculum brief, and priority access to the readiness assessment. Cohorts fill quickly and we cap seats to keep the training hands-on.
- Under 60 secondsNo obligation, no payment
- Small cohortsCapped for 1:1 mentor time
- Priority inviteReadiness assessment first
- Your details are safeUsed only for admissions
A paid training. Apply to get more Information
·100% Virtual
·3 weeks
The future of AI needs human expertise
The Future of AI Won't Be Shaped by AI Alone.
It will be shaped by domain experts who evaluate, improve, and make AI trustworthy. Africa has a vital role to play in that future.
Our doctors, lawyers, engineers, educators, researchers, bankers, journalists, and scientists bring the knowledge and context that make AI safer, more accurate, and more relevant for people everywhere.
A free 3-minute Readiness Assessment is required before applying.
Get Trained. Get Certified. Join the Global AI Workforce.