Hire the Best Non-Linear Editing System Specialists

🎓 AI & Mathematics Expert | Prompt Engineer | AI Trainer | Model Evaluator Need an expert who can challenge AI models, evaluate their reasoning, and deliver mathematically accurate, high-quality content? You’re in the right place. I’m a Mathematics & AI professional and PhD scholar with extensive experience in AI training, prompt engineering, model evaluation, mathematics QA, educational content development, and human-feedback workflows. I have contributed to projects with Pareto.ai, Aligned Labs, micro1.AI, Mindrift, Outlier, Appen, OpenTrain AI, and Chegg, working on complex mathematical prompts, AI response evaluation, scoring rubrics, transcription/annotation, and academic content. 🎯 What I Can Help You With ✓ AI Training & Model Evaluation ✓ Complex Math Prompt Creation & AI Stress Testing ✓ Prompt Engineering & Response Ranking ✓ Mathematics - K12 to Advanced/Graduate Level ✓ AI-Generated Content Review & Quality Assurance ✓ Rubric Creation & Mathematical Reasoning Evaluation ✓ LaTeX & MathType Formatting ✓ Educational Content Development & Tutoring ✓ English-Hindi Transcription & Annotation ✓ Proofreading & Content Quality Review 🎓 M.Sc. Mathematics - University of Delhi 🎓 PhD Mathematics - Pursuing Focus: Mathematical Modeling & Applied Mathematics My priority is simple: accuracy, clear reasoning, attention to detail, and reliable delivery. If your project requires a professional who understands both advanced mathematics and AI evaluation, I’d be happy to collaborate. 📩 Send me a message to discuss your project.

Top Rated | 7+ Years Experience | 70+ Five-Star Reviews | $20K+ Earned I edit manuscripts that help authors finally get the responses they’ve been waiting for. One of my recent clients went from hearing nothing after months of querying to receiving 2 full manuscript requests within 5 weeks after I helped strengthen the story structure and fix the pacing issues holding the book back. Send me your first 3 chapters, and I’ll identify the biggest issue weakening your manuscript for free, no strings attached. Most manuscripts don't fail because the writing is bad. They fail because the author is too close to see what's breaking it: pacing that stalls in the middle, voice inconsistencies that lose readers early, structural gaps that make agents pass without explanation. That is exactly what I diagnose and fix. With 7+ years of editing experience across fiction, nonfiction, memoir, self-help, and children's books, I have helped authors go from rejected drafts to 5-star published books and successful agent queries. Services: -Developmental Editing: story structure, pacing, character arcs, narrative cohesion -Line Editing: sentence rhythm, voice, clarity, emotional resonance -Proofreading: grammar, punctuation, spelling, final polish before publishing -Beta Reading: honest reader feedback before you query or go live I also do the following: - Ghostwriting: I can also ghostwrite your book for you if you have an outline or idea you want me to develop. - Book formatting: I can format your book into an ePub version with reflowable table of contents, paperback and hardback versions. - Book cover design: I can design attractive book covers and wraparound book coveres for your book that would help your book make sales once it is published. I work to Chicago Manual of Style or APA standards and tailor every edit to your genre, tone, and voice. You get a full editorial letter, tracked changes, and clear reasoning behind every recommendation. I only take on 6 new manuscript projects per month to protect quality. 70+ authors have already trusted me with their manuscripts and walked away with agent requests, 5-star reviews, and published books. If you are reading this, I likely still have a spot. Message me right now with your first 3 chapters and I will tell you exactly what is holding your manuscript back, at no cost, before you spend a single dollar.

Hi! My name is Kaylee "Kael" Pryble and I'm a passionate editor dedicated to helping aspiring authors and writers of all varieties polish up their amazing manuscripts and documents. I have a keen eye for detail and an avid passion for reading. I excel best in manuscripts and shorter pieces of prose, however, I also have experience with technical projects and poetry. I specialize in the areas of proofreading, and line editing, however, I also have experience in technical writing and developmental editing. I have a Bachelor's Degree in English Professional Writing and Publishing from the University of Wisconsin–Whitewater. Additionally, I have a hefty amount of experience working with books and clients of all varieties, most of whom are long-term clients. I believe that there's potential and value in every single manuscript that comes my way, and I'd love to help play my part in getting amazing stories and unique voices out in the world. I would absolutely love the experience of getting to work on your next project! Thank you, and have a wonderful day!

Polished & Compelling Narrative You've poured your heart and countless hours into your book. Before you query agents or publishers (and especially if you plan to self-publish), let's ensure your manuscript is pitch perfect and will hook readers from the very first page. As a traditionally published fiction author and "Top Rated" editor with over a decade of experience, I bridge the gap between creative writing and meticulous mechanics. Whether you need a deep developmental polish or an eagle-eyed final proofread, my goal is to elevate your unique voice while ensuring your prose is well written, clear, and engaging. How I Can Help Your Project: • Comprehensive Line Editing: Enhancing flow, pacing, narrative tension, and clarity without losing your personal style. • Copy Editing & Proofreading: stripping away errors in grammar, syntax, punctuation, and spelling • Short & Long-Form Versatility: expert handling of full-length fiction (novels, middle grade, YA), memoirs, narrative non-fiction, and shorter articles, essays, and blog posts Let's make sure you’ve said exactly what you meant to say, in the best possible way. Send me a message with a brief summary of your project, and let’s discuss how we can bring your vision to life.

I am a Data Annotation and Language Quality Specialist with over 10 years of professional experience in copyediting, proofreading, and medical documentation review. I help organizations build high-quality AI systems by producing accurate, consistent, and reliable language datasets while ensuring exceptional content quality. My background combines linguistic expertise with meticulous attention to detail, making me well-suited for AI data annotation, LLM evaluation, prompt assessment, and quality assurance projects. ### What I Can Help With • Data annotation and text labeling for AI and machine learning datasets • AI Trainer tasks for Large Language Models (LLMs) • Prompt evaluation and response quality assessment • RLHF (Reinforcement Learning from Human Feedback) annotation tasks • Natural Language Processing (NLP) dataset validation • Copyediting and proofreading for grammar, clarity, consistency, and style • Medical proofreading and document quality assurance • Content moderation and text classification • Fact-checking and data validation • Annotation guideline creation and compliance reviews • Structured and unstructured document review ### Core Skills • Data Annotation • AI Data Quality Assurance • AI Trainer • LLM Evaluation • Prompt Engineering Evaluation • RLHF • Natural Language Processing (NLP) • Copyediting • Proofreading • Medical Proofreading • Content Validation • Text Classification • Data Labeling • Quality Control • Microsoft Office • Google Workspace ### Professional Experience For more than a decade, I have reviewed thousands of documents while maintaining high standards of accuracy, consistency, and confidentiality. My work has involved identifying language errors, verifying technical terminology, enforcing style guidelines, and ensuring documents meet strict quality requirements. In medical proofreading, I regularly reviewed consultant correspondence, patient reports, and clinical documentation, requiring careful attention to detail and adherence to regulated workflows. More recently, I have expanded into AI-focused projects involving language data validation, annotation, prompt evaluation, and quality review for machine learning and NLP applications. ### Why Work With Me? • Detail-oriented and highly accurate • Strong understanding of language and grammar • Experienced with regulated and quality-controlled environments • Able to follow complex annotation guidelines consistently • Reliable, organized, and deadline-driven • Committed to delivering high-quality work with clear communication Whether you need a Data Annotator, AI Trainer, Prompt Evaluator, Copy Editor, Proofreader, or Language Quality Specialist, I am committed to delivering accurate, consistent, and dependable results that improve both your content and your AI systems.

I am a professional editor, Ph.D.-trained program evaluator, and Assistant Professor of Quantitative Research Methods with extensive experience helping authors, researchers, and organizations produce polished, impactful work. My editing portfolio includes dissertations, academic manuscripts, grant proposals, journal articles, long-form nonfiction, and book-length projects ranging from scholarly and philosophical works to historical fiction and professional development texts. I specialize in developmental editing, line editing, copyediting, and proofreading, helping writers strengthen clarity, structure, cohesion, argument flow, and readability while preserving their unique voice and intent. Beyond editing, I bring expertise in mixed-methods research, survey design, data analysis, and grant-funded evaluation, including NSF-supported initiatives. My work centers on translating complex ideas into clear, accessible, and actionable content for diverse audiences. I have designed evaluation plans, developed validated instruments, conducted quantitative and mixed-methods analyses, and produced reports for academic, institutional, nonprofit, and public stakeholders. I also bring expertise in emerging AI applications for research and analysis, including the development of an AI Praxis framework that integrates ethical, human-centered approaches with advanced analytical tools. Services include developmental editing, line editing, copyediting, proofreading, dissertation and thesis editing, manuscript refinement, APA formatting, academic and research writing support, program evaluation design, survey and instrument development, quantitative and mixed-methods analysis, statistical modeling, data interpretation, report writing, and grant evaluation support. I am detail-oriented, responsive, and committed to delivering high-quality work that aligns with each client's goals, whether for a short-term editing project or a long-term collaborative engagement. -Kinsey S., PhD