Data Cleansing Projects

Design & Organization of Waste Collection Data Using Star Schema

Design and implementation of a Data Warehouse using a Star Schema to analyze waste collection operations. The project focuses on transforming raw operational data into structured dimension and fact tables to support data-driven insights and decision-making.

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Setup a connection between Hoowla and Powerbi

Integrate Hoowla with Power BI to enable full data extraction and reporting. Use the provided Hoowla API documentation to authenticate, retrieve all available endpoints and datasets, and implement efficient data ingestion into Power BI. Deliver a reusable, documented solution using Power Query (M), REST connectors, or a custom data connector as appropriate. Ensure incremental refresh capability, error handling, data transformation, and clear mapping of Hoowla fields to report-ready tables. Provide deployment and brief usage instructions.

Property Research Assistant (UK Planning Data – Land & Barns)

Project Description: This role involves research only. No sales, negotiation, or brokerage activity is required. Research UK property listings to identify land, barns, or smallholdings with granted and active planning permission for holiday, glamping, or agritourism use. Tasks: Search Rightmove, Zoopla, Plotfinder Verify planning via UK council portals Record accurate data in a spreadsheet Output (per entry): Listing link Price Planning reference + confirmed active status Planning use Agent contact Brief notes Requirements: UK planning portal familiarity preferred Only include properties with confirmed planning permission Volume: 10–30 entries initially (ongoing possible) Payment: Per valid entry or fixed batch (agreed) Start: Immediate

Greek-Speaking Looker Studio Expert

Project Title: Development of a Live Dashboard in Looker Studio (Sales & Targets Tracking) Mandatory Requirement: We are looking for a collaborator who is a fluent Greek speaker. Project Description: We are seeking an expert to provide full visualization of data sourced from Google Sheets into Looker Studio. The goal is to create a comprehensive dashboard that allows for automated data aggregation and real-time analysis based on: Sales Agent (Agent) & Product Category: Grouping performance by individual team members and specific product types. Row Status: Filtering and displaying data based on the specific "Status" column in the Google Sheet. Dynamic Time Periods: Implementation of interactive filters for daily, weekly, and monthly views. Key Deliverable: The core requirement is a comparative analysis of Actual Performance vs. Monthly Targets (Actual vs. Target) per category and per agent. Technical Requirements: The dashboard must be fully interactive. Use of Scorecards for high-level KPIs. Use of Trendlines to visualize real-time progress throughout the month. Ensuring seamless, live data synchronization between Google Sheets and Looker Studio. Application Requirements: Please provide a cost and time estimate for this project. Additionally, kindly share a relevant portfolio of similar dashboards you have developed.

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Form production which can be via a microsoft app or similar

We are a construction company based in the UK. I would like to design the following form types under one system/software: Induction form for when first entering a construction site Signing forms for daily contractors to use when they turn up and leave each site, these to record per site and also have a main data base of the records. site audit forms Snagging forms If possible all the above to work off the same application. And have a management level so as key personal can update, then middle management can request data/records, with site staff being able to set up and manage at a local level. I would like a facility that i can add additional forms onto. also i would like to produce dash boards that show Financial KIPs in the office. We record most of these currently onto excel, but i want to have a visual update that can is easy to integrate and update. If possible with live information or by requesting data and updating

Integrate 10 APIs into 3 Different categories on Wordpress

Integrate 10 APIs of 3 different categories into my wordpress website without the data slowing down the website nor the data going into the wrong category. please confirm how much you will do the entire integration and please confirm if you will be using plugin or fully coding. Thank you for your interest in this project. Please, I need someone who can help integrate APIs. 1. The APIs, when integrated, should pull the data and store it on my web platform so that it would be easy for visitors to access without having to request it every time. 2. The extracted data would be displayed on a WordPress directorist plugin. if you are using code or a plugin, please let me know. But importantly, the data pulled should be able to display I. The title II. The Overview (The initial part of the job information) III. More Information (Continuation of the extracted information) IV. Link to the job post to apply on V. The Logo, if available, if not, a default from file should be loaded. VI. The only jobs to be pulled are remote jobs in some twenty-something categories. 3. The data pulled from the APIs, when directed to the originating website, should not require a login for visitors to use or apply nor lead to a collection of other jobs but the job post alone. What is your best rate for the 10 APIs. Here are some I would like you to start with: https://rapidapi.com/Pat92/api/jobs-api14 https://rapidapi.com/fantastic-jobs-fantastic-jobs-default/api/active-jobs-db Online learning portals Greenhouse and other remote job boards, please let me know which you have sucessfully integrated and can do on directorist plugin on wordpress website Can you also work with XML feeds, if yes, please let me know your cost, if you can create a bot scrapper, how much? How many days will you be needing to get this done Thanks.

Online Research Assistant for Simple Data Collection

Project Description We are looking for a freelancer to assist with a small online research project. The task involves finding publicly available information online and organizing it into a spreadsheet. Tasks may include: * Searching for business or website information online * Collecting publicly available details * Entering the information into a spreadsheet * Organizing the data in a clear and structured format Requirements: * Basic internet research skills * Familiarity with Google Sheets or Microsoft Excel * Good attention to detail * Ability to follow simple instructions Budget This is a small fixed-price project with a budget between $40 and $120 depending on experience and completion time. Additional Information The task is expected to take a few hours. Detailed instructions and an example spreadsheet will be provided after the project begins. Please submit a short proposal describing any experience you have with research or data entry.

Repairs and Monitoring system

I require a designer to develop a simple, user-friendly Repairs and Monitoring system to manage walkabouts, repairs and health & safety issues across five accommodation schemes. Existing Excel spreadsheets define required data; the task is to integrate these into a cohesive solution—link sheets, create dropdowns, automate data population, implement tracking and status updates, and produce clear reports. The system must accommodate staff with limited computer skills, be reliable, and easy to maintain.

Senior AI Developer /AI Automation Engineer (LLM, AI Agents,)

Job Overview: We are looking for an experienced AI Developer / AI Automation Engineer to design and build advanced AI applications, intelligent agents, and automation platforms similar to leading AI products for different industries.: • (AI-powered enterprise legal assistant) • (AI agent-based digital workforce platform) • (Generative AI business automation platform) • (AI analytics and marketing intelligence platform) These platforms leverage LLMs, AI agents, data pipelines, automation workflows, and API integrations to automate business operations, data analysis, marketing insights, and enterprise workflows. The ideal candidate should have strong experience in Generative AI, LLM development, AI agent frameworks, and automation systems. Key Responsibilities: 1. AI Application Development • Design and build AI-powered applications using LLMs • Develop AI agents capable of performing automated tasks • Implement retrieval augmented generation (RAG) systems 2. AI Agent & Workflow Automation • Build multi-agent AI systems • Create automated business workflows for: • marketing • analytics • customer support • data processing 3. LLM Integration • Integrate AI models such as: • OpenAI • Claude • Gemini • Llama • Fine-tune models for domain-specific applications. 4. Data & Knowledge Systems • Implement vector databases and semantic search • Build knowledge bases for enterprise AI assistants. 5. API & SaaS Integration Integrate AI with: • CRM systems • Marketing platforms • Google Ads / Meta Ads • analytics dashboards • internal business systems. 6. AI Analytics & Reporting Develop AI-powered analytics dashboards for: • marketing data • campaign optimization • predictive insights. Required Technical Skills AI / Machine Learning • Generative AI • Large Language Models (LLMs) • Prompt Engineering • RAG architecture • AI agents Programming Languages • Python (mandatory) • JavaScript / TypeScript • Node.js AI Frameworks Experience with at least one: • LangChain • LlamaIndex • AutoGPT • CrewAI • Semantic Kernel • HuggingFace AI Infrastructure • Vector Databases (Pinecone, Weaviate, Chroma) • Model deployment • AI APIs Cloud Platforms • AWS • GCP • Azure Databases • PostgreSQL • MongoDB • ElasticSearch DevOps • Docker • Kubernetes • CI/CD Preferred Skills • AI agent development • AI workflow automation • Data pipeline development • Marketing analytics AI • NLP systems • Chatbot / AI assistant development AI Products / Systems You May Work On Develop systems similar to: • AI Legal Assistant Platforms • AI Business Automation Agents • AI Marketing Analytics Platforms • Enterprise AI Knowledge Systems • AI SaaS Automation Tools Candidate Profile: We are looking for someone who: • Has strong experience building AI products • Understands LLM architecture and AI workflows • Can design AI SaaS platforms from scratch • Has experience building scalable AI systems Note: This is going to be a long term Full time position with good salary package. Please only apply if you are not working for any agency and you will be fully dedicated to work only with us since this is not one time project and we want those to be a part who want to be with us for long time. Best Regards Ashish

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Integrate Anthropic to remove manual labour

Hi all, Internally we have some manual processes where we want to integrate Ai into the business. The main process that we require would be below: Sales Process Web enquiries come in and we send a quote. We don’t have fixed prices as these can change every quarter but we would like the ability to use Ai to implement this job. For regular clients that email in we would also have to quote, some product is standard and straight off the price list which I assume AI could help. Bespoke would still have to be done manually. Order processing We get email orders from clients. They send masters and artwork via email. We upload the content to a portal and the artwork is checked by us through a third-party programme. This is all a manual process. We send the artwork by PDF email to the client for approval. Invoicing Supplier sends an XML file every day which we upload onto our bespoke system which then takes the data and creates our invoice using the data and we add in our pricing. Paper waste With every order there are a lot of emails going back and forth with many changes on the order along the way. We print these emails out and collate this with the invoice as these would include some extra charges. We invoice the extra charges and email to clients. The paperwork is then scanned and stored on our servers and once this is done the actual paper is then disposed of. i would like to automate these processes using Anthropic and i'm looking for someone to help me do this.

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AI Monitoring Platform for UK Company Alerts

Project Title: AI Monitoring Platform for UK Company Financial Distress & Insolvency Alerts (SIC-Based) Project Overview: I’m looking for an experienced developer (or small team) to build an AI-powered monitoring platform or intelligent agent that tracks UK companies within pre-defined SIC codes and automatically alerts me when there are signs of financial distress or insolvency. The system should continuously monitor company data, detect risk signals, and provide both real-time alerts and structured reporting. Core Objective: To proactively identify companies within selected industries that are: Experiencing financial decline (e.g. credit score drop) Entering insolvency processes (e.g. notice of intent to appoint administrators) Showing early warning signs of distress Key Functional Requirements: 1. Company Data Collection The platform must: Pull and maintain a live database of UK companies filtered by selected SIC codes Sources should include: Companies House API Commercial data providers such as Creditsafe, Experian, Dun & Bradstreet (or similar via API) 2. Data Monitoring (Automated & Ongoing) The system should periodically (daily or weekly) re-check and update the following: Credit score (via commercial providers) Filing timeliness (overdue accounts, confirmation statements, etc.) Insolvency indicators: Notice of Intent to Appoint Administrators Administration Liquidation CVAs Director changes: Appointments Resignations 3. Financial Data Enrichment (Important) Where available, the platform should also pull and display from latest filed accounts: Turnover / Revenue Balance sheet data (e.g. total assets, liabilities, net assets) This can be sourced from: Companies House filings (accounts data) Or via commercial data providers if more structured/standardised 4. Alert Triggers The platform must generate alerts when: A company’s credit score drops by 5% or more Include the exact percentage drop in the alert Any insolvency-related event is detected, including: Notice of Intent for Administration Administration Liquidation 5. Alert Delivery Alerts should be sent via: Email (minimum requirement) Ideally also: Slack / Microsoft Teams Web dashboard notifications 6. Reporting (Key Requirement) The system must automatically generate and send: Daily report Weekly report Monthly report Each report should be delivered as a spreadsheet (Excel or Google Sheets) and include: Columns to include (minimum): Company Name Company Number SIC Code Date of event/activity Type of event (e.g. credit score drop, insolvency notice, director change) Previous credit score New credit score % change in credit score Filing status (on time / overdue) Insolvency status Director changes (summary) Turnover (latest available) Key balance sheet figures (assets, liabilities, net position) Reports should clearly show date-stamped activity and allow filtering/sorting. 7. Dashboard / Interface (Preferred) A simple dashboard to: View and filter companies by SIC code Track alerts and risk levels View historical changes and trends Export data 8. AI / Intelligence Layer (Optional but Preferred) Identify early warning signals before insolvency Highlight patterns (e.g. repeated late filings + score decline) Rank companies by risk level or likelihood of distress Technical Requirements: Experience integrating APIs (Companies House + credit agencies) Ability to build automated data polling (scheduled jobs) Cloud-based database and infrastructure Alerting and reporting automation Scalable architecture Data Sources (Must Be Used): Companies House API (free, primary source) Commercial credit data providers such as: Creditsafe Experian Business Dun & Bradstreet Please advise on: Best provider(s) to use API access requirements Ongoing data/licensing costs Deliverables: Fully functioning monitoring and alert system Automated reporting (daily, weekly, monthly) Spreadsheet output format Documentation and user guidance Ability to adjust SIC codes and thresholds Optional ongoing support Nice to Have: CRM integration (e.g. Zoho) Webhooks for automation Customisable reporting Data visualisation Budget & Timeline: Open to proposals – please include: Estimated cost Timeline Recommended tech stack Relevant experience / similar projects

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Simplifying our Master pricelist

We require an expert to streamline our Master pricelist spreadsheet. The workbook contains extensive data, numerous VLOOKUP operations, and synchronization with our Sage database via the "Sage Data" sheet. Despite a reduced upload copy, the file remains sluggish—taking over a minute to open and delay when saving/closing. Deliverables: optimize formulas, restructure for performance, implement efficient lookup/indexing strategies or Power Query/SQL alternatives, and provide a lean, responsive workbook with documented changes and recommendations.

Sales Admin Staff for CRM Systems

2 people who have experience of working through any system preferably a CRM system to: Check Sales Leads are automated via CRM system. Follow up those that are not Ensure to re-target any with invalid or no response or error messages Follow up directly with those who have not booked Cleanup Data and ensure each next month is optimized to achieve maximum conversions.

Photo realistic renderings ideally with graphic design skills

K6 design group https://www.k6.co.uk are an industrial design consultancy that specialises in unattended retail; an example of which would be vending machines. We are looking for a reliable subcontractor who can produce quality photo realistic renderings of products where we don't always have the original CAD data. Source material could simply be photographs from brochures and approximate overall dimensions. Ideally this person would also have a sense of graphic proportion and design awareness so that we can work up designs for machine vinyl wraps etc. We will need to see examples of your work.

Xero project move

Require an experienced Xero specialist to manage a seamless migration between Xero organizations. Project involves transferring three companies, ensuring accurate migration of charts of accounts, historical transactions, bank reconciliations, payroll data, invoices, and attachments. Successful candidate must demonstrate prior Xero-to-Xero migration experience, meticulous attention to detail, strong reconciliation skills, and ability to validate data integrity post-migration. Deliverables include documented migration plan, completed transfers, reconciliation reports, and resolution of discrepancies.

opportunitypre-fundedurgent

Shopify Web Designer / Developer Needed (UI/UX + Features)

We want to make clear our budget is not up for negotiation at this time. Our Project consist of taking current template and building a new one modified or a new updated theme. Current setup is outline here. We use Flxpoint which has been mapped correctly. 98% of all the data is taken care of already. All data point for the descriptions and mapping are controlled from Flxpoint. - The part that must be done here is all that information needs to lay out in a expert organize design for each product page and all others styles. Focus of the project is the building, structuring and design of the site whatever else required. Scope of Work 1. UI/UX Design & Frontend Development Architect and implement a high-performance, conversion-optimized user experience Design scalable navigation and taxonomy for: 30,000–65,000 products 150,000+ images and product assets Develop or heavily customize a Shopify theme with: Mobile-first, responsive design Optimized product discovery (search, filters, categories) Clean, modern UI aligned with adult retail standards Ensure accessibility, usability, and intuitive customer flows 2. Backend Architecture & Data Integration Integrate with an existing data warehouse (pre-mapped product data) Implement real-time or near real-time data syncing for: Product feeds Inventory updates (drop-shipping model) Pricing and availability Ensure robust data mapping and normalization between source feeds and Shopify 3. App & API Integrations Configure and integrate third-party systems including: Payment gateways Inventory and order management systems Google services (Analytics, Tag Manager, Shopping feeds) AI assistant / automation tools Develop custom middleware or private apps where required 4. Performance Optimization Optimize for: Page speed (Core Web Vitals) High-volume image delivery (CDN, lazy loading, compression) Efficient Liquid rendering and API calls Streamline checkout experience to maximize conversion rates Implement advanced caching and performance strategies 5. Project Management & Delivery Provide structured project governance: Defined milestones and timelines Regular stakeholder communication Agile or sprint-based delivery model Conduct: QA testing (functional, regression, performance) UAT support prior to launch 6. Maintenance & Ongoing Support Post-launch support including: Debugging and issue resolution Feature enhancements Platform updates and optimization Required Team Composition We will only engage with teams or agencies capable of covering all functional areas: Shopify Developer(s) Expertise in Liquid, custom theme development, and backend logic UI/UX Designer Proven experience designing high-SKU e-commerce experiences Project Manager Responsible for delivery, communication, and scope management Technical Requirements Shopify / Shopify Plus experience (strongly preferred) Proficiency in: Shopify Liquid HTML5 / CSS3 JavaScript (React, jQuery or similar frameworks) API integrations Git/version control Experience handling: Large-scale product catalogs High-volume image optimization Drop-shipping workflows Vendor Qualification Criteria We are not evaluating based on public URLs alone. All applicants must provide: Verifiable, real project evidence, including: Code samples (where permissible) Architecture breakdowns Before/after performance metrics Detailed case studies of past builds Demonstrated experience delivering complex, high-scale e-commerce platforms Key Success Factors Scalable architecture capable of handling large datasets Clean, intuitive UX that drives conversion Reliable integration with live product feeds Strong communication and structured execution Ability to deliver a production-ready platform end-to-end

Need AI/ML software engineer

Seeking an experienced AI/ML software engineer with robust full-stack development skills. The ideal candidate demonstrates deep expertise in machine learning models, data pipelines, model deployment, and scalable backend/frontend systems. Fluent English is essential for clear collaboration with a US-based client. Professionalism, initiative, strong problem-solving abilities, and effective communication are required. Prior experience delivering production-grade AI solutions and working autonomously is preferred.

AI / Machine Learning Engineer (LLM & Applied AI) – Remote (EU)

Responsibilities AI / Machine Learning Build and deploy AI-powered applications using existing Large Language Models (LLMs). Design systems that ingest data, extract structured insights, and generate accurate outputs. Develop RAG pipelines, chunking strategies, and LLM orchestration workflows. Build tools for model training, evaluation, inference serving, monitoring, and alerting. Experiment with modern ML frameworks and open-source AI tools. Software Engineering Develop scalable microservices that integrate AI models with production systems. Build APIs and backend services to process and manage AI-generated data. Work with modern programming languages such as Python, JavaScript, Go, or Rust. Data Engineering Design pipelines to extract, transform, and load data from multiple sources. Clean, normalize, and validate datasets for model usage. Optimize data pipelines for reliability and performance. Database & Infrastructure Design database schemas and optimize queries. Manage performance and scalability of data storage systems. Ensure AI infrastructure is production-ready and scalable. Collaboration Work closely with product managers, engineers, and subject matter experts. Communicate technical challenges and solutions clearly. Help define best practices for AI system architecture and development. Requirements Based in the European Union 8+ years of software engineering experience Strong experience with Python or JavaScript Hands-on experience with LLM APIs (OpenAI, Anthropic, or similar) AI / LLM Experience Experience building RAG systems Knowledge of chunking strategies for LLM optimization Experience with LangChain, LangGraph, or similar orchestration tools Familiarity with AI monitoring, observability, and evaluation frameworks Experience building agent-based workflows or AI automation Engineering Experience Experience building microservices and scalable systems Strong knowledge of data pipelines and ETL processes Experience designing and optimizing databases and data models Additional Skills Strong understanding of ML concepts and NLP techniques Ability to work with ambiguous problems and rapidly evolving AI tools Experience with modern software development practices (Git, testing, CI/CD, code reviews) Engagement Details Location: Remote (EU-based freelancers only) Contract: Freelance Availability: Part-time or Full-time Duration: Long-term collaboration possible Nice to Have Experience building AI agents or multi-agent workflows Experience with evaluation frameworks for LLMs Experience deploying AI infrastructure in production environments

AI / Machine Learning Engineer (LLM & Applied AI) – Remote (EU)

Responsibilities AI / Machine Learning Build and deploy AI-powered applications using existing Large Language Models (LLMs). Design systems that ingest data, extract structured insights, and generate accurate outputs. Develop RAG pipelines, chunking strategies, and LLM orchestration workflows. Build tools for model training, evaluation, inference serving, monitoring, and alerting. Experiment with modern ML frameworks and open-source AI tools. Software Engineering Develop scalable microservices that integrate AI models with production systems. Build APIs and backend services to process and manage AI-generated data. Work with modern programming languages such as Python, JavaScript, Go, or Rust. Data Engineering Design pipelines to extract, transform, and load data from multiple sources. Clean, normalize, and validate datasets for model usage. Optimize data pipelines for reliability and performance. Database & Infrastructure Design database schemas and optimize queries. Manage performance and scalability of data storage systems. Ensure AI infrastructure is production-ready and scalable. Collaboration Work closely with product managers, engineers, and subject matter experts. Communicate technical challenges and solutions clearly. Help define best practices for AI system architecture and development. Requirements Based in the European Union 8+ years of software engineering experience Strong experience with Python or JavaScript Hands-on experience with LLM APIs (OpenAI, Anthropic, or similar) AI / LLM Experience Experience building RAG systems Knowledge of chunking strategies for LLM optimization Experience with LangChain, LangGraph, or similar orchestration tools Familiarity with AI monitoring, observability, and evaluation frameworks Experience building agent-based workflows or AI automation Engineering Experience Experience building microservices and scalable systems Strong knowledge of data pipelines and ETL processes Experience designing and optimizing databases and data models Additional Skills Strong understanding of ML concepts and NLP techniques Ability to work with ambiguous problems and rapidly evolving AI tools Experience with modern software development practices (Git, testing, CI/CD, code reviews) Engagement Details Location: Remote (EU-based freelancers only) Contract: Freelance Availability: Part-time or Full-time Duration: Long-term collaboration possible Nice to Have Experience building AI agents or multi-agent workflows Experience with evaluation frameworks for LLMs Experience deploying AI infrastructure in production environments

urgent

AI Marketing Implementation Specialist Thailand & UK Business

WHO WE ARE Peyton & Charmed Group is a multi-brand business operating between Thailand and the UK across 5 business units: - UK Student Accommodation (peytonandcharmedaccomm.co.uk) - UK Property Investment — integrated with Accommodation - Koh Chang Travel & Tours (kohchangthailandtours.com) - Private Land Transfers — currently Koh Chang to Bangkok route, growing nationwide - Bangkok City Stays (peytonandcharmedbkk.com) IMPORTANT — THIS IS NOT A SOCIAL MEDIA SETUP PROJECT We already have Facebook, Instagram and TikTok running across all business units. We do not need accounts created or basic profile work. We need an AI marketing implementation specialist to come in, build AI tools and workflows on top of what we already have, and hand everything over so our in-house team can run it themselves. WHAT YOU WILL IMPLEMENT - Audit our existing channels and identify gaps and opportunities - AI-powered content workflow — our team films, AI does the editing and posting - LLM-powered chatbots on Instagram, Facebook, LINE OA and WhatsApp — must understand natural language in English and Thai, not basic keyword bots - Scheduling and auto-posting across all platforms - Analytics dashboard so we can track what is working - Brand kit and video templates per business unit - Content calendar system our team fills in weekly - Filming guide per business unit for our team TRANSFERS NOTE Transfers currently runs as one route — Koh Chang to Bangkok — promoted through our Koh Chang channels. Phase 1 is to cross-promote this within Koh Chang content. A standalone Transfers setup is a future phase and not in scope for this project. TOOLS We are not fixed on specific tools. Recommend whatever AI tools you believe will work best for us and include the costs in your proposal. We own CapCut Pro and want it included where possible. TIMELINE — URGENT We need this completed within 2 weeks from start. Freelancers who can deliver faster will be given priority. WHEN APPLYING PLEASE INCLUDE - Examples of AI marketing systems you have implemented — not just social media management - Examples of LLM chatbots you have configured - Your recommended toolset with costs - Your fixed project rate - Your fastest realistic completion time We are two audiences — Thai families going to the UK, and international tourists coming to Thailand. Bilingual English and Thai strongly preferred. Need a quotation and road map - the follow a must DATA ANALYSIS & CUSTOMER PERSONA REPORTS This is a core requirement of the project, not an optional extra. We need the freelancer to conduct full data analysis across all our existing social media channels and customer data for each of our 5 business units. From this data analysis you must produce detailed customer persona reports that identify exactly who our customers are, what drives them to buy, what stops them buying, and how we can upsell and cross-sell our services across all business units. Data analysis deliverables required: - Full data analysis of existing social channels, audience insights and engagement patterns per BU - Customer persona report per BU based on data analysis findings - Buying trigger report — what motivates each customer type to purchase - Upsell and cross-sell opportunity map across all 5 BUs - Customer journey map per BU showing where we are losing potential customers - Ongoing data analysis system so our team can track and update this over time All data analysis and persona reports must be delivered by Day 3-5 of the project as they drive everything else — content, chatbots, strategy and messaging. Content without data analysis is just guesswork. When applying please include examples of data analysis reports and customer persona work you have completed for other businesses.