Hire the Best Document Reviewers in Lahore, PK

Dissertation and thesis editing for committee approval and journal submission. Your committee doesn't grade on effort. They grade on submission quality: argument clarity, citation accuracy, and formatting that matches their exact standards. I edit PhD dissertations, master's theses, research papers, and journal manuscripts. I focus on what actually gets manuscripts rejected: argument gaps, citation errors, weak transitions, inconsistent academic tone, and formatting that violates your style guide. What I've delivered: — 65+ PhD and master's dissertations edited and committee-approved — 120+ journal articles formatted and published — 50+ clients with work accepted in peer-reviewed international journals — Disciplines: medicine, business, social sciences, law, education, engineering, and humanities My credentials: ACES Certificate in Editing at the Advanced Level, the highest tier ACES offers. MBA from Georgia State University. Bachelor's from LUMS, one of South Asia's most research-intensive universities. Top Rated on Upwork with a 100% Job Success Score across 70+ completed projects. Here is what I fix that most editors miss: ◉ Argument gaps between your claims and your evidence ◉ Citation errors: page numbers, source matching, and in-text consistency ◉ Full formatting compliance in APA 7, Chicago Notes and Author-Date, Harvard, MLA, Vancouver, IEEE, or OSCOLA ◉ Register shifts that flag non-native writers to reviewers ◉ AI-generated sections with hallucinated citations or fabricated sources, verified against primary sources before your committee or reviewer sees them ◉ Table and figure labels, headings, and cross-references throughout the document I deliver every project using Track Changes in Microsoft Word. You see every edit. You approve or reject each one. I explain my reasoning on every substantive change. You get your document improved, not rewritten. What I edit: ◉ PhD dissertations and master's theses, all chapters and complete documents ◉ Journal articles and research papers, submission-ready ◉ Literature reviews and systematic reviews ◉ Research proposals and methodology chapters ◉ Statements of purpose and graduate school applications ◉ Academic book chapters and monographs for journal press submission Citation styles: APA 7th edition, Chicago Notes and Author-Date, Harvard, MLA, Vancouver, IEEE, and OSCOLA. ESL editing: I work with non-native English-speaking researchers across medicine, business, and social sciences. I preserve your argument and your data while raising your academic English to publication standard, without erasing your voice. Turnaround: 48 hours on most projects. Revisions included until your committee or editor is satisfied. Confidentiality: 100% on every project. Send me your document type, word count, citation style, and deadline. I will respond within two hours with a clear scope and delivery date, before you commit to anything.

I build AI products that make it to production: RAG document intelligence, video AI pipelines on self-hosted LLMs, and AI-first SaaS platforms; hosted or self-hosted, depending on where your data is allowed to live. $200K+ earned, 6,000+ hours, 100% Job Success, Top Rated Plus. WHY FOUNDERS AND TEAMS BRING ME IN: ✅ Built the AI behind a lending platform with 1,000+ SBA loans and $30M+ in funded transactions, still running today ✅ Turned decades of broadcast footage into an archive you search by asking a question, on self-hosted GPUs because the data couldn't leave their network ✅ RAG that cites its sources, so you're not fixing invented answers a month in ✅ You work directly with me on architecture and code. When a project needs more hands, I scale with my own team at Arithmiks rather than handing you off WHAT I BUILD: 📄 1. Document AI, Contract Review and Intelligent Document Processing Layout-aware parsing and OCR (Docling, AWS Textract), clause-level risk flagging, commercial term extraction and exact-section citations, built on RAG rather than a model answering from memory. Models hallucinate sources, so every claim is checked against the real text and dropped if it can't be verified. Shipped inside a multi-tenant lending platform for SBA lenders. 💬 2. RAG Systems, AI Chatbots and Conversational AI Production RAG with hybrid dense and sparse embeddings (Qdrant, FastEmbed), reciprocal rank fusion, reranking, and query rewriting so follow-ups still retrieve the right evidence. Multi-document RAG, knowledge-graph retrieval (Cognee), RBAC-scoped retrieval and per-org data isolation. Every answer carries a clickable citation. Provider-agnostic routing across Claude, GPT, Gemini and open-weight models. 🎥 3. Video, Audio and Media AI Pipelines Speech-to-text (Whisper/ASR) with speaker diarization, subtitles, face detection, chapter segmentation, entity tagging, and semantic search with RAG chat over indexed video libraries. Multilingual, Arabic and English with full RTL support. Orchestrated as DAG workflows on Argo over Kubernetes, each video isolated so one failed stage retries alone. ⚙️ 4. AI Agents and Workflow Automation Multi-agent pipelines with conversation state, self-repair and idempotent retryable stages. Meeting intelligence bots that join Zoom, Google Meet and BigBlueButton, transcribe live, and generate decision logs, commitments and follow-up emails. Text-to-SQL over Postgres and MySQL with AST-level validation and read-only execution. ☁️ 5. Self-Hosted LLM Infrastructure and Multi-Tenant SaaS Self-hosted LLM inference (vLLM) on GPU Kubernetes clusters, for teams with data-residency or firewall requirements. Multi-tenant, white-label architecture with org isolation and role-based access. Evaluation harnesses with golden datasets and LLM-as-judge scoring, so model and prompt changes get validated before production. SELECTED PRODUCTS AND CLIENTS: ⭐ Al Jazeera Media Network | AI Media Enrichment Platform An AI pipeline that transcribes, tags, chapters and indexes decades of broadcast footage, so the archive can be searched by asking a question. Whisper transcription, face recognition and semantic indexing on self-hosted GPUs. ⭐ VirtualBDA / SBA Loans HQ | FinTech Document AI Underwriters were opening every tax return by hand, which capped each advisor at a handful of deals. Documents are now read, classified and summarized on upload, and a deal reaches the underwriter as a drafted credit memo. 1,000+ SBA loans closed, $30M+ in funded transactions. ⭐ ClauseLens | AI Contract Review A first-pass contract review in about a minute, where a reviewer would normally spend two to four hours. Clauses flagged red, amber or green with section numbers, key terms in a table, every finding traceable to its source sentence. ⭐ Qarib | AI Meeting Intelligence A bot joins the call, transcribes it, and turns what was said into a knowledge graph you can query months later. Bilingual English and Arabic with full RTL support. ⭐ Quanta | Conversational Analytics Connect Postgres or MySQL and ask questions in plain English. Generated SQL is validated and runs read-only, so it's safe to point at production. MY STACK: AI & LLMs: OpenAI, Claude, Gemini, Groq, Qwen, open-weight models, LangChain, LangGraph, LlamaIndex, CrewAI, vLLM self-hosted inference RAG & Retrieval: Qdrant, hybrid dense + sparse retrieval, embeddings, FastEmbed, rerankers, reciprocal rank fusion, Cognee knowledge graphs Document & Media AI: Docling, AWS Textract, OCR, Whisper, speaker diarization, vision-language models Backend: Python, Django, FastAPI, Node.js, Celery, Redis, Argo Workflows, PostgreSQL Infrastructure: AWS, Docker, Kubernetes, Helm, MinIO, CI/CD I use AI-assisted development tools (Cursor, Claude) to move fast, while keeping full control of architecture and system design. If you need help with RAG, document AI, or anything built on LLMs, send me an invite and tell me about it.

Are you working on a PhD thesis, Master’s dissertation, research paper, systematic literature review, or journal manuscript and need an experienced academic editor to strengthen it? I am a PhD-qualified Academic Editor, Assistant Professor, and Research Consultant with 8+ years of experience supporting postgraduate researchers and academic authors. I have supervised Master’s and PhD researchers and understand the standards expected by supervisors, reviewers, universities, and academic journals. My work goes beyond proofreading. I provide substantive academic editing and research support to improve the logic, structure, argumentation, methodology, clarity, coherence, and scholarly presentation of your work—while preserving your ideas, terminology, and academic voice. THESIS & DISSERTATION EDITING • PhD and Master’s thesis/dissertation editing • Substantive and structural editing • Literature review and research gap development • Research questions, objectives, and hypotheses • Theoretical and conceptual frameworks • Research methodology and research design • Results, discussion, and conclusion chapters • Supervisor comments and dissertation revisions SYSTEMATIC LITERATURE REVIEWS (SLR) • Systematic Literature Reviews and PRISMA • Search strategies and eligibility criteria • Literature synthesis and critical analysis • Research gap identification • Thematic and narrative reviews • Evidence tables and presentation of findings RESEARCH METHODS & DATA ANALYSIS • Quantitative and qualitative research support • IBM SPSS statistical analysis • Descriptive statistics, reliability, correlation, and regression • t-tests, ANOVA, and hypothesis testing • Interpretation and presentation of results • Qualitative coding and thematic analysis JOURNAL & RESEARCH PAPER EDITING • Academic and scientific editing • Journal manuscript editing and revision • Reviewer-comment responses • Manuscript structure and argumentation • Journal formatting and submission preparation • Tables, figures, citations, and reference checking REFERENCING & FORMATTING APA 7 | Harvard | Chicago | MLA | EndNote | Zotero | Mendeley | Microsoft Word | Track Changes Why clients work with me: • PhD-qualified academic researcher • University Assistant Professor • 8+ years of academic editing and research experience • Experience supervising Master’s and PhD researchers • Substantive editing—not simply grammar correction • Strong qualitative and quantitative research background • Careful preservation of your scholarly voice • Confidential, detailed, and deadline-focused support I provide ethical academic editing, research guidance, data analysis, formatting, and research consultation based on the researcher’s own intellectual contribution. Send me your degree level, research topic, word count, required service, supervisor/reviewer comments, and deadline, and I can recommend the most appropriate approach for your project.

AI/ML Engineer specializing in LLM applications, RAG systems, voice AI agents, and n8n workflow automation. I build and deploy production AI systems for businesses that need real automation, not chatbot demos. Proof of delivery, not just claims: Deployed a computer vision system monitoring 50 live camera streams for PPE and vehicle safety compliance across sites in Saudi Arabia and Bahrain, running at roughly 40 frames per second using YOLOv8 and ByteTrack Designed and built an AI voice ordering system for a pharmacy client: outbound Urdu and Pashto calls that confirm, modify, or cancel orders, using ElevenLabs Conversational AI, n8n, FastAPI, and PostgreSQL Replaced a legacy floor plan generation model with a diffusion based generative system (GSDiff) and shipped it to production at IMARAT Built HillSafe AI, a cloud based landslide risk detection and emergency response platform using a Random Forest and LSTM pipeline, Flutter, Django, and Firebase, live across five regions in northern Pakistan What I build for clients: LLM powered chatbots and conversational agents across WhatsApp, voice, and web RAG pipelines for document question and answer systems and knowledge base search Backend APIs in FastAPI and Django that power AI features in production Workflow automation in n8n connecting AI models to your CRM, calendar, and existing tools Computer vision pipelines for detection, classification, and OCR Stack: Python, FastAPI, Django, LangChain, OpenCV, PostgreSQL, React, n8n, ElevenLabs, Firebase, Docker Tell me what you are trying to build. I will scope it honestly, including telling you if AI is not the right tool for the job, before you commit any budget.