FOUNDING COHORT · COMING SOON

Your skills may be more valuable in AI than you think.

SAPRIVA Academy helps humanities and language professionals redirect their strengths in interpretation, critical thinking, judgment, attention to detail, and communication toward practical AI career skills.

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No payment or commitment required.

Relevance evaluation

Reviewing context

TASK 01 · QUERY–RESULT MATCH

Resources to help a bilingual child improve reading comprehension

Result: An article explaining general strategies for developing vocabulary in monolingual elementary students.

How relevant is this result to the user’s request?

Partially relevant

Highly relevant

Not relevant

A BETTER STARTING POINT

AI careers are not only for programmers.

Modern AI teams need people who can interpret language, understand nuance, spot ambiguity, and make careful decisions. Those are deeply human skills.

Language understanding

Help systems recognize intent, meaning, and context in real-world language.

Quality judgment

Evaluate examples with consistency, care, and a clear sense of what good looks like.

Human context

Bring cultural awareness and ethical reasoning to the data that shapes AI.

YOUR FOUNDATION

Humanities skills are an advantage—not a detour.

Your academic and professional background has already trained you to interpret complex information, recognize nuance, evaluate arguments, communicate clearly, and make thoughtful judgments. AI Operations Academy helps you apply those abilities to real AI Operations workflows.

Your background has already trained you to interpret complex information, recognize nuance, communicate clearly, and make thoughtful judgments. We help you apply those abilities to real AI Operations workflows.

Close reading → pattern recognition

Interpretation → guideline application

Clear writing → reliable documentation

AI Data Labeling is the first entry path.

AI Data Labeling is the Academy’s first practical learning path: an accessible entry point for applying human judgment to real AI Operations workflows and building fluency for the broader field.

Understand the task

Apply sound judgment

Build professional fluency

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What you’ll learn.

AI Operations Foundations

Understand how human expertise supports the development, evaluation, and improvement of AI systems.

Understand how human expertise supports AI systems.

Guideline Interpretation

Learn how to read detailed instructions and apply criteria consistently.

Read detailed instructions and apply criteria consistently.

Data Labeling and Quality

Practice classifying, reviewing, and labeling information with accuracy and sound judgment.

Classify and review information with accuracy and sound judgment.

Career Direction

Understand how Data Labeling connects to AI Evaluation, Quality, multilingual work, AI Safety, and AI Red Teaming.

See how Data Labeling connects to broader AI Operations paths.

Build the foundations needed to understand and perform entry-level AI Operations work.

Learn by thinking, deciding, and applying.

This is an interactive, app-based learning experience—not a library of prerecorded lectures.

Learn the concept

Make a decision

Receive immediate feedback

Apply the skill in a realistic scenario

Built for people who work with meaning.

You may come from linguistics, education, writing, theology, history, philosophy, communication, research, translation, or another field centered on language, meaning, culture, and human judgment.

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Built from a real career transition

Meet the founder.

AI Operations Academy was founded by Jader Fonseca Silva, an AI Evaluation professional whose career began in the humanities. After discovering that skills such as interpretation, language, critical thinking, and careful judgment were directly applicable to AI work, he transitioned into multilingual LLM evaluation, data labeling, model benchmarking, and structured AI assessment.

AI Operations Academy was founded by Jader Fonseca Silva, an AI Evaluation professional with a humanities background. His transition into multilingual LLM evaluation, data labeling, and model benchmarking inspired the Academy’s mission: helping humanities and language professionals apply their existing strengths to AI Operations.

The Academy was created to help other humanities and language professionals recognize, develop, and redirect those same strengths toward practical opportunities in AI Operations.

Jader Fonseca Silva

Founder & AI Evaluation Professional

AI Evaluation · Multilingual LLM Evaluation · AI Benchmarking · Humanities Background · Master’s Student in AI Engineering

LinkedIn: linkedin.com/in/jaderfonseca

FOUNDING COHORT · FUTURE LAUNCH

Join the first learning experience.

Waitlist members will be the first to receive program details, early cohort dates, and opportunities to help shape the learning experience.

Interactive AI Data Labeling learning path

Weekly group support

Small, carefully selected cohort

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Questions, answered.

Do I need a technical background?

Is the Founding Cohort available now?

What will the first learning path focus on?

Join the Waitlist.

Complete the initial application, Receive launch updates, Founding Cohort details.

No payment or commitment is required.