Scientific Language & AI Adaptation Contributor (Korean / Japanese / Arabic)

Remote | Micro-equity or volunteer basis | Early-stage AI/Education Startup

Maxibook is an early-stage AI startup rethinking how **scientific knowledge is delivered, organized, and personalized**.

We are building an **Adaptive Knowledge System** powered by **dynamic knowledge maps** and **LLM-driven adaptive content**, with an MVP expected by **Q1 2026**.

Our initial focus is on **universities, research institutions, and publicly funded initiatives**, with future expansion into the corporate HR sector (onboarding, continuous training, skill-gap reduction).

We are entering the **fundraising phase** and looking for passionate contributors who want to help us **build the foundations of a global platform**.

Tasks

**Scientific Language & AI Adaptation Contributor** **(Korean / Japanese / Arabic)**

We are looking for contributors who can help us **adapt English scientific content to languages with fundamentally different writing systems, grammar, and conceptual structures**, working in close collaboration with AI tools.

This is **not a translation role**.

At Maxibook, content is generated and adapted through AI. Our challenge is understanding **how meaning, structure, tone, and scientific precision change** when moving from English to languages such as Korean, Japanese, or Arabic — where:

• sentence construction follows different logical flows
• terminology is built differently
• writing conventions for science and education differ
• correctness cannot be validated by English speakers alone

What you will actually do

• Help us **understand how scientific and educational language works** in your language
• Explain how concepts are normally structured, introduced, and developed in written form
• Guide the **correct use of AI for linguistic adaptation**, not just literal translation
• Review and validate AI-generated outputs to ensure they are:
• conceptually accurate
• natural and credible in your language
• appropriate for scientific and academic contexts
• Identify when an AI translation is _formally correct_ but **conceptually or stylistically wrong**
• Suggest tools, workflows, or strategies to **reliably adapt English content using AI**

This role is about **making AI-generated knowledge reliable in languages we do not personally speak**.

Who this is for

• Native or near-native speakers of **Korean, Japanese, or Arabic**
• People who deeply understand **written language conventions**, especially for science or education
• Translators, researchers, educators, developers, or AI-literate contributors
• Anyone able to explain _how and why_ things are written the way they are in their language

You don’t need to translate everything manually.

You need to help us **build confidence in AI-driven adaptation**.

Why this role matters

Simply asking an AI to “translate to Japanese or Arabic” is not enough.

Without linguistic insight, we cannot verify correctness, clarity, or credibility.

Your contribution helps Maxibook:

• avoid superficial or misleading translations
• design better multilingual AI workflows
• deliver scientific knowledge that actually works across languages and cultures

You will help shape **how global scientific knowledge is adapted, not just translated**.

Bring your **enthusiasm, skills, and curiosity** into the project. Every contribution matters — you’ll help lay the bricks of a system that could redefine the future of education.

Requirements

We welcome both **experienced professionals and early-career talents** — what matters most is your genuine interest in AI, education, and the desire to learn and grow with the project.

• Genuine **interest in AI, education, or digital innovation**
• Willingness to commit a few hours per week (flexible, milestone-based)
• Desire to learn, experiment, and **grow together with the project**
• No need to leave your current job or studies — join us part-time while we bootstrap funding

Benefits

We are early-stage, and contributions are currently on a **voluntary and/or micro-equity basis**, depending on role, commitment, and duration.

Once funding is secured, we are committed to **recognizing and formalizing** the contributions of those who supported Maxibook from the very beginning.

It’s about building something that truly matters.

• Join an **international, visionary project** from the ground up
• Gain the opportunity for **micro-equity recognition** and potential future integration into the founding core
• Be part of a team **pushing the boundaries of AI in education**
• Enjoy visibility, learning, and the excitement of shaping a startup **before its official launch**

Simply put: we’re working hard to secure funding — in the meantime, **we’re building together**. Your contribution today could become **your long-term place in Maxibook tomorrow**.

**Equal Opportunity Statement**

Maxibook OÜ welcomes applications from all qualified candidates regardless of race, gender, sexual orientation, age, disability, religion, or marital status. We are committed to building a **diverse and inclusive team**. All personal data shared will be processed with confidentiality and in compliance with privacy standards.

If you are looking for more than a side project — if you want to **leave a mark** in how the world learns and outreach science — this is your moment.

**Apply now to join Maxibook as a contributor. Let’s build together.**

Remote | Micro-equity or volunteer basis | Early-stage AI/Education Startup

Maxibook is an early-stage AI startup rethinking how **scientific knowledge is delivered, organized, and personalized**.

We are building an **Adaptive Knowledge System** powered by **dynamic knowledge maps** and **LLM-driven adaptive content**, with an MVP expected by **Q1 2026**.

Our initial focus is on **universities, research institutions, and publicly funded initiatives**, with future expansion into the corporate HR sector (onboarding, continuous training, skill-gap reduction).

We are entering the **fundraising phase** and looking for passionate contributors who want to help us **build the foundations of a global platform**.

Tasks

**Scientific Language & AI Adaptation Contributor** **(Korean / Japanese / Arabic)**

We are looking for contributors who can help us **adapt English scientific content to languages with fundamentally different writing systems, grammar, and conceptual structures**, working in close collaboration with AI tools.

This is **not a translation role**.

At Maxibook, content is generated and adapted through AI. Our challenge is understanding **how meaning, structure, tone, and scientific precision change** when moving from English to languages such as Korean, Japanese, or Arabic — where:

• sentence construction follows different logical flows
• terminology is built differently
• writing conventions for science and education differ
• correctness cannot be validated by English speakers alone

What you will actually do

• Help us **understand how scientific and educational language works** in your language
• Explain how concepts are normally structured, introduced, and developed in written form
• Guide the **correct use of AI for linguistic adaptation**, not just literal translation
• Review and validate AI-generated outputs to ensure they are:
• conceptually accurate
• natural and credible in your language
• appropriate for scientific and academic contexts
• Identify when an AI translation is _formally correct_ but **conceptually or stylistically wrong**
• Suggest tools, workflows, or strategies to **reliably adapt English content using AI**

This role is about **making AI-generated knowledge reliable in languages we do not personally speak**.

Who this is for

• Native or near-native speakers of **Korean, Japanese, or Arabic**
• People who deeply understand **written language conventions**, especially for science or education
• Translators, researchers, educators, developers, or AI-literate contributors
• Anyone able to explain _how and why_ things are written the way they are in their language

You don’t need to translate everything manually.

You need to help us **build confidence in AI-driven adaptation**.

Why this role matters

Simply asking an AI to “translate to Japanese or Arabic” is not enough.

Without linguistic insight, we cannot verify correctness, clarity, or credibility.

Your contribution helps Maxibook:

• avoid superficial or misleading translations
• design better multilingual AI workflows
• deliver scientific knowledge that actually works across languages and cultures

You will help shape **how global scientific knowledge is adapted, not just translated**.

Bring your **enthusiasm, skills, and curiosity** into the project. Every contribution matters — you’ll help lay the bricks of a system that could redefine the future of education.

Requirements

We welcome both **experienced professionals and early-career talents** — what matters most is your genuine interest in AI, education, and the desire to learn and grow with the project.

• Genuine **interest in AI, education, or digital innovation**
• Willingness to commit a few hours per week (flexible, milestone-based)
• Desire to learn, experiment, and **grow together with the project**
• No need to leave your current job or studies — join us part-time while we bootstrap funding

Benefits

We are early-stage, and contributions are currently on a **voluntary and/or micro-equity basis**, depending on role, commitment, and duration.

Once funding is secured, we are committed to **recognizing and formalizing** the contributions of those who supported Maxibook from the very beginning.

It’s about building something that truly matters.

• Join an **international, visionary project** from the ground up
• Gain the opportunity for **micro-equity recognition** and potential future integration into the founding core
• Be part of a team **pushing the boundaries of AI in education**
• Enjoy visibility, learning, and the excitement of shaping a startup **before its official launch**

Simply put: we’re working hard to secure funding — in the meantime, **we’re building together**. Your contribution today could become **your long-term place in Maxibook tomorrow**.

**Equal Opportunity Statement**

Maxibook OÜ welcomes applications from all qualified candidates regardless of race, gender, sexual orientation, age, disability, religion, or marital status. We are committed to building a **diverse and inclusive team**. All personal data shared will be processed with confidentiality and in compliance with privacy standards.

If you are looking for more than a side project — if you want to **leave a mark** in how the world learns and outreach science — this is your moment.

**Apply now to join Maxibook as a contributor. Let’s build together.**