Market research data processing using quantumKazi
I'm seeking an experienced writer with a strong background in artificial intelligence and machine learning to help me write a research paper focused on neural architectural search (NAS) and automating the search for optimal network architecture. The paper needs to target academic professionals and should be structured with the following sections: Title page Table of contents Text part with introduction, main part, conclusion Bibliography The ideal candidate should have: - Previous experience writing academic papers, particularly in the field of AI or machine learning. - A deep understanding of neural architectural search. - Excellent writing and research skills. You're not under time pressure. I'll share more details about this project.
...EmailListClean.com. The API should enable seamless integration with third-party applications and provide efficient functionality for email list cleaning and verification services. Key Features Required: Authentication: Implement secure API key-based authentication. Email Validation: API endpoints for real-time email validation, including syntax check, domain verification, and mail server response. Bulk Processing: Support for uploading email lists in various formats (CSV, JSON, etc.) for bulk verification. Status Reporting: Provide detailed reports on the status of each email (valid, invalid, risky, etc.). Usage Tracking: Track and display API usage limits for users. Documentation: Provide well-structured API documentation for easy implementation by third-party developers. Requ...
I am looking for a skilled web developer or team to create a user-friendly e-commerce website for selling solar equipment. Key Features: - A comprehensive product catalog that includes detailed descriptions for each product. - An efficient shopping cart and checkout system. Payment Integration: - The website needs to be integrated with PayPal for seamless transaction processing. Language Support: - The website will initially support only one language. Ideal Skills and Experience: - Proficient in e-commerce website development. - Experience with product catalog and shopping cart systems. - Familiar with PayPal integration. - Strong attention to detail for creating product descriptions. - Ability to create a user-friendly interface.
I'm looking for an experienced WordPress developer to upgrade my site. The upgrade should include a subscription-based registration form and the integration of the WP Simple Pay plugin for payment processing. Key Requirements: - Creation of a user-friendly membership subscription sign-up registration form with different plans -Shop Page for Merchandise - Integration of the WP Simple Pay plugin for secure transactions - Configuration of PayPal as the sole payment method -Chatbot Option Ideal Skills: - Proficiency in WordPress development - Prior experience with WP Simple Pay - Strong understanding of e-commerce and subscription site setup - Ability to create user-friendly forms and interfaces
I'm looking for a Chief Marketing Officer who can help market my eBooks and books. Your main responsibilities will be developing comprehensive marketing strategies, managing digital marketing campaigns, and overseeing brand management. Key Responsibilities: - Formulating innovative strategies to promote our publications effectively - Handling and optimizing our digital marketing efforts - Ensuring consistent and appealing brand messaging Marketing Channels: - Social Media: Creating engaging content to build a strong online presence - Email Marketing: Crafting and sending compelling newsletters and promotional emails - Search Engine Marketing: Implementing SEO and SEM strategies to boost our visibility - Other Channels: Marketing to libraries, reaching out to international ma...
I'...The model should assess the feasibility of the project, with a focus on several specific financial outputs. Key Deliverables: - Cash flow projections - Profit and loss statements - Break-even analysis - Financial Ratios - Market Research I have some existing financial data and projections available for this project, which I'll share with the successful freelancer. Ideal Skills: - Strong background in finance and financial modeling - Experience in the manufacturing sector, particularly with metal can production - Excellent analytical skills - Proficient in market research and financial ratio analysis A deep understanding of the manufacturing industry and financial forecasting is essential for this project. Please include examples of sim...
More details: What specific tasks do you need help with in Microsoft Excel? Data analysis What type of data analysis are you looking for? Market research analysis Which financial metrics are you most interested in analyzing? Cash flow
...(Instagram, Facebook, Twitter, etc.) using provided content. - Respond promptly to comments, direct messages, and tags to engage with followers and build community. - Monitor social media trends and audience interactions to inform strategy and improve content. - Collaborate with our team to create captivating posts that reflect our brand's values and story. Customer Service & Order Management: - Respond to customer inquiries via email, social media, and other channels in a friendly and timely manner. - Assist customers with questions about products, shipping, and order statuses. - Resolve issues related to orders, returns, or exchanges with professionalism and efficiency. - Coordinate with the fulfillment team to ensure accurate and timely order processing. - Ma...
...ingredient research and flavor science. Experience in Recipe Development: Preferably with ready-to-cook or premix products. Logical and Creative: Ability to create practical, scalable, and innovative recipes. Attention to Detail: Clear recipe documentation, including yield and portioning. Adaptability: Capacity to create diverse recipes for varying cuisines, occasions, and dietary needs. Deliverables: 320 Recipes: 20 unique recipes for each of the 16 Magic Mixes. Serving Suggestions: For every recipe, suggest ideal accompaniments or pairings. Detailed Documentation: Instructions, ingredient lists, portion sizes, and yield calculations. Ideal Candidate: Culinary professional, food blogger, or recipe developer with ingredient expertise. Logical and detail-oriented, with strong r...
I'm in need of a proficient talent scout in the UAE. The primary focus will be on sourcing candidates across various industries, particularly hiring. Ideal Skills and Experience: - Proven experience in recruitment, preferably in the UAE market. - Strong understanding of the hiring industry. - Exceptional networking and sourcing skills. - Ability to identify and reach out to potential candidates across different platforms.
I'm seeking a seasoned professional to assist with my NEBOSH diploma assignments. The help will mainly be focused on research and writing, covering all sections including the introduction and background, methodology and analysis, and conclusion and recommendations. Ideal Skills and Experience: - Proficiency in research and academic writing - Familiarity with NEBOSH diploma coursework and standards - Excellent understanding of safety and health topics - Ability to craft coherent, compelling arguments - Strong command of English grammar and syntax
I'm seeking an experienced developer to create an Excel-based chatbot for me. The chatbot needs to handle natural language processing (NLP) to enable intuitive user interactions. Key Skills Needed: - Proficiency in Excel and chatbot development - Experience with natural language processing (NLP) - Ability to create user-friendly interfaces - Strong communication skills for understanding project requirements
I'm a startup company in the Supply Chain Finance sector in India. I need a comprehensive financial project report focusing on market analysis and incorporating various financial models. Key Aspects: - Conduct an in-depth market analysis using internal company data, industry reports, and public financial data. - Develop key financial models including cash flow projections, break-even analysis, and revenue forecasting. Ideal freelancer should have: - Strong expertise in market analysis and financial modeling. - Prior experience in the Supply Chain Finance industry will be a plus. - Excellent data interpretation skills using diverse data sources.
I'm looking for a talented UX/UI designer to help me revamp my website with a new brand identity. The main aim of this project is to improve the aesthetics and branding of the site. We already have all of these work done for the revamp: - Diagnostic Web Document for the company - Document of Opportunities on companies Website - Company Digital Brand Analysis - Potential Market Analysis for Company Positioning - MVP Creation for Web Development - Company Brand Redesign Proposal - Design Guide Construction Key Tasks: - Enhance the navigation menu, typography, and color scheme - Incorporate subtle hover effects and scrolling animations Ideal Candidates: - Proven experience with figma for the design - Strong portfolio of UX/UI and animation work!! - Helps to have experience wor...
...Specialist with 3+ years of proven expertise in identifying, nurturing, and converting leads into tangible business opportunities. The ideal candidate will leverage their knowledge and skills to build a strong sales pipeline, engage potential clients, and contribute to the growth of our business. Key Responsibilities Conduct in-depth market research to identify potential clients, industries, and business opportunities. Generate and qualify high-quality leads using various tools and techniques, including CRM systems, email campaigns, cold calling, and social media outreach. Develop and execute lead generation strategies that align with company objectives and drive consistent results. Maintain and update a database of prospective clients, tracking interactions and sa...
I am looking for a professional who can help me automate my WhatsApp interactions with clients, from the initial contact to payment processing. Ideal Skills: - Expertise in WhatsApp Business API - Prior experience in client communication automation - Knowledge of integration with payment gateways The freelancer should be able to: - Understand the nuances of client interaction and replicate them in an automated manner - Ensure seamless integration with a preferred payment gateway - Help streamline the entire process from client contact to payment confirmation I am open to suggestions on the specific parts of the process that should be automated and the most suitable payment gateway to use.
Workflow Designer Module for electronic Form System Description: We are developing a e Form System using .Net Core and MSSQL. We need a drag-and-drop workflow designer where admins can visually design workflows with nodes, conditions, and actions for different approval processes. The module needs to integrate with our existing system and allow calling existing functions based on actions taken in the workflow. The workflow designer should closely follow the reference images provided. The designer will allow creating, editing, and processing workflows that involve multiple roles and approval stages. Features Required: 1. Drag-and-Drop Designer: - Ability to drag and drop nodes to create workflows. - Connect nodes to form logical paths (e.g., start, decision points, approvals...
I'm looking for expert analysis of my EMG raw data, focusing primarily on signal processing. This involves: - EMG signal processing -) EMG magnitude -) Time to peak (EMG) -) EMGact-movement delay;
I need a PHP script that can handle and transform text data for processing. Key Requirements: - Expert in PHP with a focus on script customization - Strong background in data processing, specifically with text data - Experience in data transformation techniques The ideal freelancer for this project should be able to modify the script to suit my specific data transformation needs. The project is primarily concerned with the manipulation of text data, so familiarity with this type of data is crucial.
I'm seeking an engineer or designer with experience in creating scientific measurement devices. The project involves designing an automatic measurement device with a reflective sample (like a mirror or a piece of silicon stamp) that rotates around a VCSEL. Key Responsibilities: ...the rotating arm - The position of the VCSEL - The operating current - Develop a software interface for controlling the measurements. Ideal Skills: - Mechanical engineering or similar background - Experience in designing scientific equipment - Proficiency in software interface design - Understanding of VCSELs and related optical components This device will be primarily used for scientific research. The ability to accurately measure and control parameters is crucial. Please consider this when pl...
I'm looking for an expert in keyword research to help improve the search rankings of my tutorial and how-to videos on YouTube. The primary goal is to identify effective keywords that will enhance visibility and ranking on YouTube's search platform. Ideal Skills and Experience: - Proficient in YouTube SEO and keyword analysis - Experience with tutorial and how-to video optimization - Familiarity with YouTube's search algorithms - Ability to deliver actionable insights and strategies Steps: - Find keywords in VidIq - Ensure The keywords are relevant to stock market only - All the keywords has to scored above >70 only to be accepted - The keywords has to be not the one we already have here :
...review system. - Job posting and bidding system: A seamless, intuitive system for posting jobs and bidding on them is crucial for the platform's functionality. - Payment processing and escrow: An integrated, secure payment processing system with escrow capabilities is necessary to ensure transactions are safe and fair. Ideal candidates for this project should have: - Extensive experience with Bubble and template customization - A deep understanding of freelancer marketplace dynamics - A strong portfolio showcasing modern and clean design implementations - Proven track record in developing secure, reliable payment processing systems. The template that is used will also need to ad following for the category «Handyman services» Post a job in 3 step...
...bidang marketing dan sales, seperti riset pasar, analisis data, dan pengumpulan informasi. VA akan fokus pada tugas pendukung yang bersifat administratif dan penelitian, tanpa terlibat dalam pengambilan keputusan strategis atau aspek kritis. Tugas utama: 1. Melakukan riset pasar, analisis kompetitor, dan pengumpulan data dari berbagai sumber (berita, jurnal, website). 2. Mengolah dan analisis data untuk kebutuhan sales pipeline, segmentasi pasar, serta enrichment data ICP dan buying committee. 3. Membantu penyusunan laporan metrik kampanye, revenue, serta administrasi program awareness dan demand generation. 4. Kerja 4 Jam Sehari, Mulai dari jam 13.00-17.00 WIB secara online, wajib responsive Yang Saya cari: 1. Pengalaman dalam riset data, analisis,...
I'm seeking an AI tool expert with comprehensive knowledge and experience across all aspects of AI tools. The primary focus of this project will be on data analysis. Ideal Skills: - Deep understanding of various AI tools - Experience in data analysis using AI - Proficiency in natural language processing - Familiarity with image recognition tasks Your role will involve: - Utilizing AI tools to analyze data efficiently. - Leveraging the capabilities of AI for various tasks. The project will involve working with text data in different formats, including CSV files, JSON files, and plain text. Please, let me know if you have the necessary skills and experience for this project.
...ideal candidate will play a pivotal role in expanding our international market presence, identifying growth opportunities, and fostering strong partnerships with key stakeholders across global markets. This role offers a competitive base salary, a fixed commission on each successfully closed deal, comprehensive medical insurance, and allowances, ensuring direct recognition and rewards for contributions to business growth. ***Key Responsibilities*** 1. Identify and pursue new business opportunities in overseas markets to drive revenue growth. 2. Oversee the full import/export lifecycle, ensuring adherence to international trade regulations, customs requirements, and compliance standards. 3. Conduct in-depth market research to stay informed of industry trends, comp...
I need a professional who can help in the collection of quantitative data through surveys. Ideal Skills: - Expertise in designing and implementing surveys - Proficiency in data analysis - Experience in market research and user behavior analysis The main objective of this project is to gather meaningful data that can be used for various purposes such as market research, sales tracking, and user behavior analysis. Please note that the focus will be primarily on quantitative data. Freelancers with strong skills in survey design, data analysis, and market research are encouraged to bid.
...Full-time / Freelancer Location: Remote Work Hours: 10:00 AM to 4:00 PM (Monday to Friday) --- Key Responsibilities: Design unique, trendsetting men’s apparel (T-shirts, hoodies, sweatshirts, polos) aligned with the OFFTHRUST brand. Develop sketches and digital designs using tools like Adobe Illustrator, Photoshop, or CLO 3D. Select appropriate fabrics, colors, and patterns suitable for men’s casual and semi-casual wear. Create detailed tech packs for manufacturers, including measurements and stitching details. Research market trends and competitors to deliver commercially viable designs. Collaborate with the production team to ensure designs are manufacturable and align with brand standards. --- What We’re Looking For: Qualifications...
I'm looking for a skilled professional who can assist me in writing a paper and getting it published in an SSCI indexed journal. The paper will focus on a survey-based study within the field of psychology, part of the broader social sciences. Ideal Skills and Experience: - Proven track record of writing and publishing in SSCI indexed journals - Strong background in psychology and survey-based research - Excellent writing and editing skills - Ability to understand and adhere to the specific requirements of SSCI indexed journals. Your task will be to help me articulate my ideas and findings into a well-structured paper, and then navigate the publication process to ensure it reaches a suitable journal.
I'm looking for an SEO specialist to optimize my website, kubeleprojects.co.za. The goal is to improve search engine rankings in South Africa, boost organic traffic, and enhance visibility for my key services. Key Services f...is to improve search engine rankings in South Africa, boost organic traffic, and enhance visibility for my key services. Key Services for SEO Optimization: - Fencing Installers - Generator Maintenance - CCTV In particular, I would like to focus on: - On-page optimization Ideal Skills & Experience: - Proven experience in SEO, particularly on-page optimization - Familiarity with South African market and search trends - Experience working with service-oriented websites - Ability to deliver measurable results in terms of increased traffic and improv...
...sustainable living by managing water. Key aspects to cover: -Show the challenge first - like: -Growing Global Crisis: Urban buildings contribute to water wastage (show graphs) -Inefficient Monitoring: Lack of real-time data for decision-making -Outdated Systems: Fail to engage users or provide actionable insights - Urgent Need: Modern, user-centric solution for sustainable practices -Introduce the app and its purpose - How the app works - Highlighting the app's unique features - Presenting the market potential for sustainability solutions - Possible companies that offer sensors and estimated cost - Outlining future development roadmap and plans Design Requirements: - Clean, modern, and captivating design - Incorpor...
...rankings. Project Requirements: Website Redesign: Modern, clean, and professional design. Responsive and mobile-friendly layout. Easy navigation and user-friendly interface. Content Optimization: Organize existing content for clarity and impact. Provide suggestions for improving the overall content layout. SEO Integration: Keyword research and implementation. On-page SEO (meta tags, alt texts, URL optimization). Fast-loading pages and optimized images. Structured data markup for better search visibility. Additional Features: Integration of contact forms, booking system, and live chat if applicable. Call-to-action buttons to encourage user engagement. Testimonials and reviews section. Social media links and sharing options. Backend: Ensure easy content management (CMS...
I'm looking for a freelancer to create a simple, minimalistic web application that connects to our Shopee shop. This application should automatically send a message via the Shopee messaging system to the buyers after they order a specific SKU and complete their payment. The message should include: - Order confirmation details - Next steps for order processing - A thank you note along with our contact information - With ability to answer certain FAQ based on keyword also. Ideal candidates for this project should have: - Friendly and efficient - Experience in developing web applications - Familiarity with Shopee's platform and messaging system - Ability to create simple and clean UI designs - Excellent communication skills for understanding project requirements and provi...
I'm looking for a professional to develop a custom Google Site for my business. The site will serve as a comprehensive business portal and intranet. Key Responsibilities: - Design and build a Google Site that includes various sections such as: - Company Policies - Event Notifications - Standard Operating Procedures (SOPs) - Research Reports - Quarterly and Annual Reports - Picture Gallery - Current Updates - Ensure that the site is user-friendly and easy to navigate Ideal Skills: - Extensive experience with Google Sites - Web design skills - Understanding of intranet functionalities - Ability to present information clearly and logically - Prior experience creating business portals Please provide examples of previous Google Sites you've created, par...
Hello, I will perform medical research for categorisation of the provided data. Thanks and regards
I'm looking for a skilled content writer to create a casual-toned 'About Us' section for our company. The primary focus should be on our company's history, milestones, and our unique team and company culture. This section will be aimed at potential clients and customers, so it should convey our values, ethos, and the journey we've ...should convey our values, ethos, and the journey we've been on in an engaging and accessible way. Ideal skills and experience include: - Proven track record in content writing, particularly for corporate 'About Us' sections - Ability to write in a casual yet professional tone - Strong understanding of brand storytelling - Experience in writing for potential clients and customers - Excellent research skills to ac...
I'm seeking a professional graphic designer to overhaul my company's existing brochure. The primary objective of this redesign is to appeal to new customers and bolster our market presence. You will need to draw inspiration from our recently updated website, which carries a professional and corporate aesthetic. Key tasks will include: - Redesigning the brochure to align with our website's style - Highlighting our core services and products prominently - Ensuring the overall design is suitable for a professional and corporate theme The ideal freelancer for this project should have: - Proven graphic design experience, particularly in creating corporate materials - An ability to translate our website's design into brochure format - Skills in creating visually app...
I'm in need of a dedicated professional who can conduct thorough online research and compile the gathered information into organized spreadsheets and documents. Ideal skills and experience for the job: - Proficient in online research - Strong skills in Microsoft Excel and Google Sheets - Ability to create clear and comprehensive documents - Experience in market research and competitor analysis - Excellent understanding of customer insights
I'm seeking a professional to help me connect with the right craft company to license my unique craft organizer. This product is specifically designed for knitting and crochet enthusiast...crafting tools within reach. - Durability: Built to withstand the rigors of crafting. - Clutter Reduction: Helps to keep your crafting area tidy and organized. Target Audience: The primary market for this product is individual crafters. Ideal Skills and Experience: - Strong network within the crafting industry. - Proven track record in product licensing. - Excellent communication and negotiation skills. - Understanding of the needs and preferences of individual crafters. Your role would be to leverage your industry connections and expertise to ensure this innovative product reaches its i...
...hourly billing, or subscription-based models) tailored to mid-sized and small businesses. Provide Templates and Frameworks: 3- Create service-specific deliverables, such as client proposal templates, project scope outlines, and delivery roadmaps, to enhance operational readiness. Expected Deliverables Comprehensive service catalog with detailed descriptions. Pricing strategy tailored to the target market. Service-specific templates or frameworks (e.g., client proposals, project scopes). ********************************************************************************************************* Qualifications The ideal freelancer must: 1- Have at least 5 years of consulting experience with MBB or similar firms. 2- Demonstrate a deep understanding of consulting frameworks, client e...
I need an intelligent app or program that can extract data from various document types and layouts and then transfer it into a standardized form. The app should utilize AI to accurately interpret different terminologies for the same data points across documents. Key Requirements: - The app should process PDF, Word documents, and scanned images. - It should extract both text and tables from these documents. - After data extraction, it should transfer the information into a standardized Word document. Ideal Skills: - Proficiency in AI and machine learning - Experience in creating intelligent document processing systems - Strong programming skills for app development This project is perfect for someone who has a knack for creating intelligent systems that can t...
I'm seeking a professional writer to help me craft a compelling personal statement for my PhD applications. Key elements to highlight: - My academic achievements - My professional experience - My research interests The tone of the statement should be formal and academic. Please note, I have specific prompts from the PhD application that need to be addressed. Ideal candidates will have: - Proven experience in academic writing - A strong understanding of PhD application processes - Excellent communication skills - Ability to transform complex ideas into clear, formal language.
...price. KwikBooking’s markup (profit margin). Shipping costs. Order Placement and Tracking: Allow customers to place orders with payment options like credit/debit cards, PayPal, or cash on delivery (if applicable). Provide real-time tracking of order status and shipment. Return and Refund Policies: Enable simple return initiation for cases like incorrect or damaged parts. Automate refund processing within 5-7 business days. Notifications: Send automated notifications for: Order updates. Availability of requested parts. Offers or discounts on frequently searched items. Subscription Plans: Offer subscription plans for frequent buyers (e.g., workshops, fleets) with benefits like: Bulk purchase discounts. Priority access to rare parts. Supplier-Facing Features ...
...functional design, process design (including scenario design, flow mapping), prototyping, testing, training, and defining support procedures, in collaboration with an advanced engineering team and executive leadership Articulate and document the solutions architecture and lessons learned for each exploration and accelerated incubation Manage a team in conducting assessments of the AI and automation market and competitor landscape Experience Required 5+ years of relevant experience. Mandatory Skills Five+ years of experience in applying AI to practical and comprehensive technology solutions Experience with ML, deep learning, TensorFlow, Python, NLP Experience in program leadership, governance, and change enablement Knowledge of basic algorithms, object-oriented and functi...
I'm seeking a skilled developer to cre...should be able to browse through various restaurants, view reviews and ratings. - Food Ordering & Delivery: A smooth, user-friendly interface for placing food orders and tracking deliveries. - Real-Time Order Tracking: Customers should be able to track their orders in real time, getting updates on their delivery status. Third-Party Integrations: - Payment Gateways: Secure and reliable payment processing is essential. - Maps/GPS Services: Accurate tracking and location services are a must. Ideal candidates for this project should have extensive experience in: - Cross-platform mobile app development. - Integrating third-party services. - Creating user-friendly interfaces. Please provide examples of similar projects you have complete...
I have an Academic/Technical Sanskrit text pertaining to the field of Science that I need translated into English. The primary purpose of this translation is to serve...Academic/Technical Sanskrit text pertaining to the field of Science that I need translated into English. The primary purpose of this translation is to serve as a reference for my research. Hence, precision and accuracy are paramount. Ideal skills and experience for the job: - Fluent in both Sanskrit and English - Proven experience in translating academic and technical texts - Background in science is highly desirable - Strong attention to detail and ability to maintain the original text's meaning and intent I'm seeking a translator who can deliver a high-quality, precise translation that can support my ...
I'm looking for a talented designer to create a bathtub topper that serves as a functional tray for my little one during bath time. This topper should be made of durable plastic and designed for safe, enjoyable play. A similar product is on the market, but I am looking for one with a slightly larger play surface and perhaps a more aesthetic design to complement the bathroom. Key Features: - A design that can hold bath toys and snacks - Non-slip surface to ensure safety and stability Ideal Skills: - Product design, preferably with experience in creating child-friendly items - Proficient in CAD or similar design software. I am just happy with a format that is easily accessible by most manufacturers - Understanding of safety standards for children's products
I'm seeking a freelancer who can assist me with typing out content from Scanned Images and text document PDFs. The primary goal is to create an editable document that closely mirrors the original formatting of the PDFs. Ideal Skills and Experience: - Excellent typing speed and accuracy - Proficiency in word processing software - Attention to detail to replicate original formatting
I'm seeking a modern logo for a research group at Cambridge University. The logo should incorporate simple images orshapes and/or font-based design, reflecting the innovative and intellectual spirit of the group. Key Requirements: - Design a sleek, modern logo that incorporates abstract shapes and font-based design. - Use a colour palette that harmonises with the University of Cambridge logo, avoiding clashing colours. NB. There are may logos on the web, with departments and research groups from Oxford and Cambridge for you to. look at. The name of the research group is the CLINICAL EDUCATION RESEARCH GROUP (CERG). Skills and Experience: - Proficient in graphic design software (Adobe Illustrator, CorelDraw, etc.) - Strong portfolio of modern, minimalis...
I'm looking for a professional to conduct a pre-employment background check focusing primarily on my candidate's employment history. Ideal Skills and Experience: - Prior experience in conducting background checks - Strong attention to detail - Excellent research skills - Proficiency in verifying employment history from various sources - Respect for confidentiality and ethical considerations Requirements: - Verify 1 previous employer - Provide comprehensive report on findings
