I will edit and proofread your research, stem, or academic writing
Academic and STEM Editor: AI Evaluation and Data Labeling
About this Gig
I proofread and edit academic + STEM writing so it reads clean, tight, and professional without flattening your voice. I focus on clarity, logic, and flow: cleaner sentences, stronger transitions, fewer repetitions, and more precise language (especially for research writing).
What Ill do:
- Fix grammar, punctuation, awkward phrasing, and typos
- Improve clarity and flow (sentence + paragraph level)
- Tighten argument structure and readability
- Keep your tone intact (no AI voice, no generic rewrites)
- Deliver with tracked changes + a clean version (if you want)
Best for:
- Research papers, manuscripts, theses, lab reports
- Personal statements / SOPs / scholarship essays
- Technical writing that needs to sound polished and confident
What I need from you
- Your document (Google Doc / Word / PDF)
- The target audience (class, journal, application, etc.)
- Any required style guide (APA/AMA/etc.) if applicable
If youre not sure what package to choose, send me the word count + what this is for, and Ill tell you the best fit.
Language:
English
Delivery style preference
Please inform the freelancer of any preferences or concerns regarding the use of AI tools in the completion and/or delivery of your order.
FAQ
What do you need from me to get started?
Send the file/link (Google Doc/Word/Sheet), your goal (what this is for), and any rules you want me to follow (rubric, label definitions, style guide, tone). If you don’t have guidelines yet, tell me what “good” looks like and I’ll align quickly.
Do you include revisions?
Yes, revisions are for small tweaks and alignment (tone, emphasis, formatting). If you change the scope (new sections / new dataset / new prompt set), I’ll quote it as an add-on.
Can you do a rush / 24-hour delivery?
Yes. Add the “extra fast delivery” option and I’ll prioritize your order. If your deadline is tight, message me first and I’ll confirm timing.
Will you keep my work confidential?
Yes. I treat all files as confidential and I don’t share or reuse client materials. If you want, I’m happy to work only through Fiverr + Google Docs permissions.
Do you guarantee perfect results?
I guarantee careful, professional work and clear deliverables. If something looks ambiguous or under-specified, I flag it instead of guessing, so you get clean output you can actually use.

