You will get Expert English to Macedonian MTPE & Human Translation Review
Top Rated
Project details
Stop settling for "AI-generated" Macedonian that sounds robotic or culturally detached.
In 2026, speed is essential, but accuracy is your brand’s reputation. Machine Translation (MT) often fails with Macedonian due to its complex grammar. As a Rising Talent & AI Data Specialist, I provide the critical "Human-in-the-Loop" layer to transform raw AI output into professional content.
What sets this project apart?
Beyond Proofreading: I perform Full Post-Editing (FPE), adjusting syntax and "loanwords" so your message feels native, not translated.
Linguistic Logic: With my background in RLHF, I fix hallucinations and "robotic" phrasing that DeepL or ChatGPT miss.
Terminology Authority: I ensure strict adherence to North Macedonian industry standards and local regulations (GDPR).
Cultural Optimization: I localize idioms and tone to drive engagement and trust.
Your result? A polished document that protects your professional image while leveraging the power of AI.
Let’s make your Macedonian voice as sophisticated as your English one.
In 2026, speed is essential, but accuracy is your brand’s reputation. Machine Translation (MT) often fails with Macedonian due to its complex grammar. As a Rising Talent & AI Data Specialist, I provide the critical "Human-in-the-Loop" layer to transform raw AI output into professional content.
What sets this project apart?
Beyond Proofreading: I perform Full Post-Editing (FPE), adjusting syntax and "loanwords" so your message feels native, not translated.
Linguistic Logic: With my background in RLHF, I fix hallucinations and "robotic" phrasing that DeepL or ChatGPT miss.
Terminology Authority: I ensure strict adherence to North Macedonian industry standards and local regulations (GDPR).
Cultural Optimization: I localize idioms and tone to drive engagement and trust.
Your result? A polished document that protects your professional image while leveraging the power of AI.
Let’s make your Macedonian voice as sophisticated as your English one.
Service Type
Proofread & EditLanguage
English, French, MacedonianContent Type
Technical DocumentationWhat's included
| Service Tiers |
Starter
$35
|
Standard
$100
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 4 days |
Number of Revisions | 1 | 2 | 3 |
Number of Words | 1000 | 2500 | 6000 |
Grammar & Syntax Review | |||
Fact-Checking | - | ||
Content Rewriting | - | - | |
Structural Edit | - | ||
Print Layout | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$30 - $50
3 reviews
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NI
Nick I.
Jun 27, 2026
English and Macedonian Content Proofreading
Marina was great to work with on my proofreading project. She has a strong eye for detail and her background as an educator really came through in the way she helped improve the grammar and accuracy of my learning content. Her feedback was thoughtful and useful throughout, and I’d happily recommend her and work with her again.
PB
Pooja B.
Feb 24, 2026
URGENT: App Testers Needed for French Language Course (Feedback + Short Interview)
Great work!! Easy to work with, great eye for detail, and would love to collaborate again.
PP
Philip P.
Feb 21, 2026
English Teachers Needed: 15-Min Usability Test & Screen Recording (clozetesting.com)
She completed the task as expected and left some useful feedback.
About Marina
AI & Data Specialist | Macedonian Linguist | English & French Expert
100%
Job Success
Shtip, North Macedonia - 1:47 pm local time
Why Choose Me:
AI & Data Precision: I specialize in Reinforcement Learning from Human Feedback (RLHF), Named Entity Recognition (NER), and sentiment analysis, ensuring AI models are linguistically accurate and culturally aware.
Pedagogical Expertise: With years of experience as an ESL and French (FLE) teacher, I don’t just "know" the language—I understand its mechanics, making me an asset for complex linguistic labeling and quality assurance.
Native Macedonian Localization: I help global brands and tech firms bridge the gap to the Macedonian market through expert translation and localization.
Core Services:
AI Training: Data Labeling, Prompt Engineering, and Linguistic Evaluation.
Language Coaching: Professional ESL and French instruction for corporate or private clients.
Translation: High-fidelity English/French to Macedonian localization.
Whether you are training an LLM or looking to master a new language, I provide the structured, detail-oriented approach your project deserves. Let’s connect to discuss how I can support your goals.
Steps for completing your project
After purchasing the project, send requirements so Marina can start the project.
Delivery time starts when Marina receives requirements from you.
Marina works on your project following the steps below.
Revisions may occur after the delivery date.
Step 1: Source Analysis & Tone Alignment
I review your English source text and the AI-generated Macedonian draft. I identify the target audience (Formal vs. Informal) and set the linguistic parameters to ensure the voice matches your brand identity.
Step 2: Core Linguistic Post-Editing (MTPE)
I perform a deep-dive edit of the Macedonian text. This involves fixing grammatical "hallucinations," and eliminating the "robotic" English-influenced syntax that AI often produces.