Document Review Projects

opportunity

AI Training Data Reviewer

We are currently working on training and improving AI models. The model is already around 80% trained, and we are now focused on improving its accuracy and overall response quality. We are looking for individuals who can review AI-generated responses, provide feedback, and correct answers when they are inaccurate or unnatural. Your feedback will play an important role in improving the performance and reliability of the AI system. Strong English writing skills are essential for this role, as all feedback must be written in clear, natural, and standard English. At this stage, we are specifically prioritizing native English speakers to ensure the highest quality of evaluation. This is a part-time remote position with flexible working hours. If you are interested, please apply with a short introduction about your background and experience in English writing or content review.

Review linkedin profiles and suggest edits

Seeking a meticulous reviewer to evaluate LinkedIn profiles and propose polished, strategic edits. Review headline, summary, experience, skills, and endorsements for clarity, tone, SEO, and professional impact. Recommend concise copy improvements, keyword optimization, formatting, and achievement-focused bullet points to boost credibility and visibility. Provide actionable, prioritized suggestions tailored to industry and career goals to maximize recruiter and networking appeal.

opportunity

Scrape GMB reviews and compare data

Hello, I am looking for an experienced data analyst or researcher to help us investigate the authenticity of Google My Business reviews across 40 different profiles. The project involves the following: 1. SCRAPING Scrape all reviews from 40 provided Google My Business listings and compile them into a clean, organised spreadsheet including reviewer name, profile link, review date, star rating, review content and reviewer location where available. 2. ANALYSIS Analyse the scraped data to identify patterns and anomalies including but not limited to: - Reviewer account age and activity history - Geographic location of reviewers versus the business location - Similarities in language, phrasing and writing style across reviews - Clusters of reviews posted within short timeframes - Reviewers with limited or no other review history - Any cross-referencing of the same accounts across multiple listings 3. REPORT Produce a clear, professional report summarising your findings with evidence to support whether the reviews appear genuine or fraudulent. The report should be suitable for submission to Google. Ideal candidate will have: - Experience in data scraping and analysis - Familiarity with Google My Business and review platforms - Strong attention to detail - Ability to present findings clearly and professionally - Experience producing reports for legal or compliance purposes is a bonus

LLM QA Reviewer / AI Output Validator (RAG Systems)

Description We are building a small network of specialists focused on AI reliability and LLM validation. At ProoflineAI, we work with companies deploying AI assistants and RAG-based knowledge systems. Our goal is to ensure these systems are accurate, grounded, and production-ready. This role is focused on evaluating AI outputs—not building models. What You’ll Do You will help assess and improve AI system reliability by: • Reviewing LLM responses for factual accuracy • Detecting hallucinations and fabricated references • Verifying grounding against source documents • Identifying retrieval vs generation failures in RAG systems • Scoring responses using structured evaluation criteria • Creating test prompts and edge cases • Documenting failure patterns clearly Ideal Profile You may be a strong fit if you have experience in: • AI QA / AI annotation • NLP or LLM evaluation • QA testing / data quality • ML Ops / AI operations • Reviewing AI-generated content critically Strong written English and attention to detail are essential. Location (Preferred) We are primarily looking to work with candidates based in: Poland Romania Portugal Estonia Latvia Lithuania Compensation Depending on workload: • €800 – €1,200/month (part-time) • €1,200 – €1,800/month (full-time) Long-term collaboration possible based on performance.

Copywriter for Business Newsletter Email

We need a freelance writer to draft an engaging, educational newsletter for our business audience. The topic covers productivity tips for small teams. A brief with the core talking points will be supplied upon hiring. Responsibilities Draft a 500-word email newsletter based on our notes. Ensure the tone is professional, clear, and engaging. Deliver the final text document within 3 days. Send Your Proposal! If you enjoy writing business content, please apply. Introduce yourself and share a brief summary of your writing experience. We are ready to review applications today!

Review Generation Assistant - (UK Business)

We are looking for a long - term freelancer to support our customer experience and review collection process. We are a growing home improvements company looking for a reliable freelancer to assist with customer feedback collection. We require someone who is experienced with Trust Pilot and Google Reviews. More details will be shared with shortlisted candidates.

Terms of business review

We are a recruitment agency, and I have a terms of business that I would like reviewing from a legal perspective

SPV Company - Articles of Association

We are in the process of supporting a client of ours with a new SPV setup. Pre incorporation bespoke articles of association need to be consolidated and reviewed. We are looking from some legal support to either help with the following. 1. Review existing draft articles of association and make updates and tweaks. 2. Draft the articles of association from scratch (if preferred versus option 1). Provider must be UK based. Looking to move quickly here.

Identity verification for UK company

I am looking to verify my identity through Acsp for company registration. Please provide me a quote and what documents do you need to do this. I need this done today.

opportunity

Solicitor required for Child custody case

Looking for a solicitor to discuss a case related to child custody and maintenance. Task is to review the case and advising on legal options, and if required handle the court case as well.

Design PDF

I require a 4 page A5 document to be designed. It should be in a PDF document that we will email to clients. We have all the text / logo / pictures and a sketch of what we are looking for but we need it all brought together.

opportunity

NetSuite / SuiteCommerce Development

We are seeking a SuiteCommerce expert with proven experience integrating custom scripts (SuiteScripts) in SuiteCommerce that integrates seamlessly with NetSuite 2026.1 release. Once we review your portfolio and see samples of some written scripts and their purpose well defined, we will discuss potential next-steps on a project.

opportunity

I need a qualified solicitor for power of attourney completion

I am looking for a qualified solicitor in or near Mirfield to put in a place a health power of attourney and financial power of attourney. Please only reach out if you are qualified to do this. Please quote for how much in total both documents/registration will be. Thank you.

opportunity

Legal Review of potential Litigation against Energy Company

I need a UK-based Solicitor to review the evidence I have in a dispute with an energy company with a view to a No Win No Fee litigation against this company to recover substantial losses incurred to our business. The initial review would be to confirm that the evidence is sufficient to bring an action against the Energy Supplier and I would require the reviewer to act upon our behalf on a NWNF basis.

opportunity

Conspection – Full Stack SaaS Developer Needed

Conspection – Full Stack Developer Needed for SaaS Prototype Review & Backend Setup Project Description I have built an early prototype of a construction site management SaaS platform called Conspection using Loveable. The platform is aimed at UK housebuilders and includes: * Plot tracking * Site progress dashboards * Inspection management * Contractor/material tracking * Programme management * Reporting and analytics I am now looking for an experienced full-stack developer to help assess and professionalise the platform for production use. Phase 1 requirements: * Review existing Loveable-generated codebase * Advise whether the current structure is suitable for scaling * Set up GitHub properly * Set up Supabase backend/database/authentication * Connect frontend securely to backend * Improve structure/security where needed * Prepare the app for deployment and future development Preferred skills: * React / Next.js * Supabase * SaaS platform development * Dashboard systems * Production deployments * Security best practices Important: I am looking for someone experienced and honest who can advise the best route forward technically — not just someone who says yes to everything. Please provide: * Examples of similar SaaS projects * Your recommended approach after reviewing the prototype * Estimated timeline for Phase 1 Potential for ongoing long-term work if successful.

opportunity

Document Extraction & AI Query Platform (second stage)

Overview We are building a system that collects and analyses documents from UK council websites. Stage 1 has already been completed and is working. It successfully: Scrapes a council website Identifies and downloads document files (primarily PDFs) Stores those files in a structured format Extracts basic text for inspection Stage 2 is to build on this foundation and develop a scalable backend system that can operate across multiple councils, organise documents, extract useful content, and enable AI-based querying of that data. Scope 2A(i) – Scraping & Document System Develop the existing scraper into a system that can: Explore council websites and locate documents across multiple sections Download and store documents in an organised and structured way Track documents over time (new, existing, changed, duplicate) Categorise documents (e.g. minutes, agendas, policies) Extract basic information (titles, dates, sections where possible) Provide clear visibility of what has been found, stored, and processed 2A(ii) – Multi-Council Validation Extend the system from a single working example to at least 3 different council websites Demonstrate that it adapts to different website structures 2B – Document Processing & Structuring Extract readable text from documents Clean and structure the content Break documents into smaller usable sections Link all extracted content back to its source Prepare the data for both keyword and semantic search 2C – AI Query Capability Accept natural language questions about council documents Use AI to identify and retrieve relevant content Return clear answers grounded in the documents Include references to source material Indicate when no reliable answer is available Core Requirements System must build directly on the existing Stage 1 functionality Must be usable across multiple councils Must be accessible via a backend interface (API) Must run reliably and allow monitoring of processes Must allow inspection of stored documents and extracted data Must be structured so a multi-user frontend can be built on top Deliverable A working backend system that: Extends the existing Stage 1 scraper into a multi-council system Collects, tracks, and organises council documents Extracts and structures document content Supports AI-based querying with referenced answers Has been demonstrated across multiple council websites Please only provide FIXED bids. Placeholder bids will be immediately rejected. Any bid will be deemed your full and final price for the job. Please add the text 'This is my full and final bid based up your job description' to your message to confirm understanding of this. The budget is only an auto suggestion by PPH and is not reflective of my assessment of the job value. Please take the time to calculate what you believe to be the cost and tailor your bid accordingly. AI responses will be rejected.

Temporary Compliance Assistant: Content Quality Audit

I am seeking a detail-oriented assistant to review internal documentation against our brand and safety guidelines. You will audit archived records to ensure they meet quality benchmarks and flag any entries requiring correction. This is a strictly internal administrative task. Responsibilities Review internal content for compliance with company standards Identify and flag entries that do not meet quality benchmarks Document audit findings in a structured internal report Maintain a high standard of accuracy throughout the process Please highlight your experience with quality assurance or content review. We look forward to your application!

ACCOUNTING

Im looking for an accountant for my small LTD company to prepare and submit all necessary documents, as and when required. Id also like to discuss keeping reciepts and accounting software as I am completely new to all of this. To apply please be able to show you have an excellent track record are in the UK and able to chat over the phone. Thanks, LJ

urgent

Urgent UK accountant for Goodlord reference

I urgently need a qualified UK accountant to help with a Goodlord tenant referencing issue. Important clarification: I do not have standard payslips, SA302, or my latest completed Self Assessment tax return available. That is the reason I need the accountant referee route. I am a UK limited company director. Goodlord has reopened my referencing application and said they may be able to verify my income if an accountant acts as my referee and confirms my income or projected income. The specific help I need is an accountant who can urgently review alternative evidence this weekend, including business bank statements, personal bank statements, marketplace revenue records, company details, a simple monthly P&L / management summary, and evidence of director drawings / transfers. If the evidence supports it, I need the accountant to respond directly to Goodlord confirming my current or projected director income. I am not asking anyone to confirm anything unsupported. I need a qualified accountant to review the evidence and confirm only what can properly be confirmed. Goodlord requires: 1. Full name of accountant referee 2. Accountancy firm name 3. Business email address, not Gmail/Yahoo/Hotmail 4. Landline number Requirements: 1. Must be UK based or experienced with UK limited company directors 2. Must be professionally qualified or part of a recognised accountancy body, for example ACCA, ICAEW, AAT, ICAS, CIPFA or similar 3. Must have a proper business email address 4. Must have a firm landline number 5. Must be willing to respond directly to Goodlord 6. Must be able to review documents urgently this weekend, ideally before Monday 7. Must be able to confirm whether this can be done without payslips or a completed latest Self Assessment tax return This is time critical because the property may go back on the market. Please only reply if you can move quickly and understand the specific issue. Please do not apply if you can only confirm income from payslips, SA302, or a completed tax return.

opportunity

Build AI-powered document generation system (OpenAI API)

Project Overview I have an existing LMS platform where users access courses and complete structured workbooks (2 worbooks). I want to build a secure AI system that: - accepts completed workbook inputs from users - validates the data - generates documents documents - maintains consistency across all documents This is NOT a simple chatbot. It is a structured workflow system. - Core Workflow - User logs into LMS - User completes embedded workbooks (must NOT be downloadable) - User submits inputs to AI system Backend performs: - completeness validation - financial consistency checks - narrative checks - System creates a locked master data sheet AI generates: Documents All documents must remain consistent (single source of truth) Key Requirements - Security & IP Protection - Prompts must NOT be visible to developer/frontend - Prompts stored server-side (private database or secure vault) - OpenAI API key must be hidden (backend only) - No prompt exposure in frontend code