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    2,000 pdf highlight text extract java jobs found, pricing in SGD

    My project revolves around the manual web scraping technique, specifically for extracting text content from chosen sections of a website. The Ideal Candidate Should: - Be proficient in manual website scraping - Have a keen eye for details as key focus will be on the extraction of product descriptions, part numbers, and filter diameters Job Scope: - Please note, Retailer website has anti-bot scraping protocols. This process will likely have to be done manually - Extract data on all 5300 of the products from specific retailer website - Use manual website scraping techniques to mine text from targeted sections of a website which includes product description sections - The text content to be scraped includes specific details such as product descriptions, filter d...

    $152 (Avg Bid)
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    I am in need of a skilled web developer to design a corporate-style business website for me. The aim of the website should be focused on product showcasing, s...professional business website with a corporate aesthetic. - Prioritize the presentation and organization of products on the website. Ideal Skills: - In-depth knowledge of web design and UX/UI principles. - Visual design skills, particularly in creating appealing and effective product display areas. - Proficient in corporate-themed design styles. - Strong understanding of how to structure a website to highlight products. - Knowledge of SEO best practices. Experience: Previous experience in designing corporate business websites or similar projects is a big plus. Please provide your portfolio or links to previous projects f...

    $39 (Avg Bid)
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    I'm seeking a seasoned videographer to record a customer-delivered video testimonial that boasts the quality of our product or service. It would be beneficial if freelancers have experience in testimonial video shoot and editing, and a knack for capturing human emotions effectively. Responsibilities: - Filming a satisfied customer providing a sincere, posit...in testimonial video shoot and editing, and a knack for capturing human emotions effectively. Responsibilities: - Filming a satisfied customer providing a sincere, positive testimonial - Editing and finalizing the testimonial for use in marketing materials Ideal Skills: - Proven experience in testimonial videography - Expertise in capturing compelling stories through video - Ability to highlight authenticity and p...

    $337 - $1011
    Local
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    I'm seeking a creative designer to generate a customized stall layout for an exhibition. Collaboration is expected to execute my vision of incorporating tables into the design. Here's what I require: - Customized Stall Design: I'm not looking for a standard or open stall layout. I want a design that is unique and tailored to my needs. - Incorporate Tables: The design should include tables in an aesthetic and functional manner. The positioning of the tables and the product display areas can be decided upon collaboration. Ideal candidates will possess experience in exhibition stall design, proficiency in designing software, as well as an excellent sense of aesthetics. A knack for placing elements in a way that maximizes space utility while maintaining visual appeal would be ...

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    ...upload a csv file including a list of e-commerce URLs from my computer (ex: ) 2- appends / to each URL (ex: ) 3- looks for the value next to every instance of "vendor": in the code (this is typically a brand name like “Nike”, a) If there is only one 1 unique vendor on the page (ex: all 250 instances = Nike), don’t extract, skip to next URL in the list b) If there is more than 1 vendor on the page (ex: Nike, Adidas, etc), extracting brands from all pages until there are no more pages you can append the following extensions to urls to get to next pages / / / The last page will typically have less than 250 products. 4-

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    I require a highly skilled OCR developer capable of processing identity card images with a high level of accuracy. The AI developed must have the ability to: - Extract and identify all data fields present on the identity card - Recognize and match facial images from identity cards and selfies Ideal skills and experience for this job would include: - Deep knowledge and experience with OCR technologies - Proficiency in AI and machine learning, particularly in the field of facial recognition - Experience in handling ID card images and extracting data from various fields - A track record in developing programs with high accuracy results The final product should ensure data privacy and security. If you have the necessary skills and an interest in artificial intelligence, I would love...

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    I'm seeking a precise, detail-oriented data entry operator to handle text-only data. i. **Data Type & Volume**: The project involves working with less than 10,000 words of text data. ii. **Data Source**: These data are contained in digital files which will be provided. To ensure a smooth operation, excellent command of the English language is mandatory as you will be dealing with text data. Proficiency in Microsoft Office, particularly Word and Excel for entry tasks, will be priceless. Ideally, prior experience in data entry roles will be beneficial. Please be ready to demonstrate your ability to handle tasks efficiently without errors. Accuracy and attention to detail will be key.

    $7 / hr (Avg Bid)
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    ...Collaborate with product managers, and software developers to define AI requirements and integrate AI capabilities into the platform. ● Design and implement data pipelines for collecting, processing, and transforming data to train AI models. ● Perform data preprocessing and feature engineering to extract meaningful insights from structured and unstructured data. ● Develop and implement NLP techniques for tasks like text cleaning, tokenization, and vectorization of resumes and job descriptions. ● Pre-process text data for use in machine learning models for job recommendation and resume analysis / matching. ● Ensure compatibility between NLP processing and model needs. ● Utilize machine learning libraries and frameworks such as TensorFlow, PyTorch, and scikit-learn to...

    $20 - $34 / hr
    Sealed NDA
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    6 bids

    I'm in immediate need of a seasoned data entry specialist who can deftly handle entry tasks for my text-based CSV file. Key Requirements: - Proficiency in handling data in CSV format, particularly text - Familiarity with the DD MM YYYY date format - Ability to deliver the project promptly as it is urgent I strongly encourage those with a proven track record in similar projects to bid. Treatment will be given to those demonstrating accuracy and efficiency.

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    PDF to Excel Data Entry 6 days left
    VERIFIED

    I am looking for an individual with experience in data entry, specifically transferring data from PDF documents to Excel sheets. The project involves simple tabular figures, thus advanced technical knowledge isn't necessary. However, attention to detail and precision are crucial due to the nature of the data. Prior experience with similar projects is preferred. Quick turnaround time is appreciated. Go through the details before you bid, happy bidding!

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    I require a professional capable of restyling the layout of my PDF document. The aim is to develop a layout that communicates professionalism and corporate seriousness, with a primary focus on: - Redesigning the current layout into a single column format. This format should be simple to navigate and comprehend while maintaining aesthetic appeal. - Enhancing the typography to become more legible and sophisticated. It should complement the professional corporate style we're aiming for. OUR TEXT: graphically revised as a PDF. Very simple, just with our logo, perhaps a nice photo and the contact details Logo is attached 2 Word Docs are attached German & English, for those we need the pdfs

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    I am looking for a skilled graphic designer to create an engaging and informative product brochure. The right freelancer for this job should possess: - A strong portfolio of previous print design works, ideally with brochures - Exceptional skills in layout and organisation of information - A keen eye for details The main requirement for this brochure is to highlight our products' details in a clear, aesthetically pleasing manner. This includes: - Highlighted features and benefits - Quality images showing the product - Other relevant product information Please ensure you can deliver high-quality prints aligning with our brand's identity and aesthetic. Show me your creativity while keeping the information user-friendly and organised.

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    I require the skills of an experienced Excel user to help extract and organize different types of data, specifically both text and numerical data, from ChatGPT-4 and paste it neatly into an Excel spreadsheet. Key Responsibilities: - Extracting and copying both text and numerical data from ChatGPT-4 - Pasting the gathered data into Excel - Organizing the imported data by categories Ideal Candidate: - Experienced with Excel - Proven record in accurate data entry - Has experience with ChatGPT-4 - Great at organizing data categorically in Excel spreadsheets

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    I need a brochure design that attracts new customers to my CNC and VMC manufacturing company. It should emphasize our prowess in providing expert CNC and VMC services. Most importantly, the brochure should highlight our technical capabilities and expertise in these areas. Ideal skills for this job would include: - Excellent Graphic Design skills - Familiarity with CNC and VMC services - Understanding of manufacturing industries - Ability to create compelling, customer-oriented content Previous experience in designing brochures for manufacturing businesses or comparable industries would be a plus.

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    Trophy icon Fun Instagram Video Ad 6 days left

    ...effectively. THE PRODUCT I WOULD LIKE HIGHLIGHTED IN THE VIDEO IS THIS ONE: WHICH CAN ALSO BE DELIVERED VIA OUR ECO WHEELIE BIN SERVICE: Key Aspects of the Project: - Messaging: The video should primarily highlight and promote the benefits of the product. - Tone: The ad should be fun and lively, creating a positive and engaging atmosphere for viewers. - Visuals: As I don't have any specific visuals in mind, I will rely on your creativity and industry knowledge to determine the best approach, however, I quite like this video of a competitors brand:

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    As the initiator of this project, I'm on the lookout fo...comfortable with various activities, including but not limited to automating data entry, generating reports, and creating macros. The key skills and experience required include: - Proficiency in Visual Basic for Applications (VBA) programming language. - Ability to automate tasks, create macros, and produce reports using VBA. - Demonstrated experience in a similar role or project. Please highlight your experience in your application. Remember, your ability to showcase your skills and past success in this area will significantly impact the selection process. Please refrain from sharing a detailed project proposal at this time. Applications that don't meet these guidelines may not be considered. I'm excited ...

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    ...looking for a freelancer who can prepare the drawings in PDF, DWG and DXF formats to .skp 2D with measurements and text and also in 3D, Render (pastel colours) to be able to see in SketchUp and AutoDesk. The ideal candidate should have experience and skills in SketchUp and AutoCAD. The building is of the Ground Floor + basement and the property pictures are available by visiting Generated files should be able to open in SketchUp to be able to see and edit the render and colours - Prize will not be released if the files fail to open in SketchUp, inaccurate or incomplete. Requirements: - Ability to convert Hand Sketch drawings to PDF, DWG and DXF format to open and edit with SketchUp and

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    Looking for an experienced and detail-oriented freelancer to perform data entry from invoices. Invoices are in PDF format and need to be entered and categorized by date and Invoice number. ERP system unfortunately is in Greek , but with little translation help everything should be ok. Ideal Skills and Experience: * Proficiency in data entry tasks * Experience working with PDF documents * Keen attention to detail * Strong organizational skills and ability to categorize data by date * Knowledge of accounting or financial data would be an asset

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    I'm seeking a highly skilled and experienced Java developer with proficient knowledge in MYSQL and IntelliJ for the creation of a user-friendly Boarding Management System. This project involves a two-page application with an intuitive and aesthetically pleasing GUI. Key Features Requirements: - Employee Management: This system should have an administration level and employee level access. Details to be tracked for each employee include Name, Contact Information, their Attendance record, and data pertaining to Exits and Returns such as Exit Date, Exit Time, Return Date, and Return Time. The ideal freelancer for this project should be one who pays attention to detail, meticulously records data, and ensures concise coding practices. A keen understanding of user interface and u...

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    ipv6 osi ipv4 ethernet and alL I think to be able to do this you should be expert in java, If you think you are expert in this topic kindly place a bid to enable us discipv6 osi ipv4 ethernet and discuss about the requirement clearly and decide on timeline

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    ...in the digital marketing industry. The agency, known as Compass Creative Agency, is the focal point, and the attached logo should guide your inspiration. I’ve also included some examples of other page templates to help your creative spark Scope of Work: Participants are tasked with creating a visually appealing template deck specifically tailored for a social media management agency. Placeholder text should be utilised on the pages to aid in envisioning the final design. The following pages should be included: * Contents: A clear outline of the presentation's structure and content. * About Us: An introduction to the agency, its mission, and core values. * How We Work: An overview of the agency's workflow and processes. * Our Approach: Explanation of the agency�...

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    ...service to companies. My service is an on-site course in first aid for workplaces, held by a nurse and an improvisation actor. In a later stage a webshop will also be a added to the website. EDIT: The name of the service is "terrorteater”, which is Swedish for "terror theater”. There is a website up, , where you can see the basic plot drafted. Deliverables: - website design - logo in PDF Requirements: - The website design should communicate a creative and artistic feel without losing a serious undertone; it needs to combine the playfully theatrical with the seriousness of life-saving first aid - The layout and colors used should center around three specific images provided, without feeling too sombre. At least one of the images is a bit graphic and will ...

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    I require a highly impactful pit display booth that serves to demonstrate the identity and accomplishments of my F1 schools team, whilst also making it possible to share noteworthy information. Crucial Elements: - The booth’s design should effectively highlight our team identity, including our colors and logo. - It must showcase our accomplishments and detail our design and construction process. - Stand out by incorporating our multimedia in a strategic and eye-catching manner. Design Preference: - The booth should feature a modern, futuristic design that incorporates innovative technological features. - Importantly, it must achieve a highly engaging atmosphere that draws visitors in. Ideal freelancers for this project would have experience in booth design, a keen eye for ...

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    I'm seeking a talented individual who can successfully type a scanned PDF into a spreadsheet. The PDF contains a combination of text and numerical data. Expectations & Responsibilities: - Accurate transcription of scanned text and numbers into a spreadsheet - Layout of the spreadsheet should mirror the PDF - Flawless attention to detail to ensure accuracy Ideal candidates should possess: - Excellent typing and data-entry skills - Previous experience with transcribing scanned documents - Proficiency in using spreadsheets - Strong attention to detail. I've attached the PDF below

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    I'm looking for an expert who can methodically set up/guide me through an Opensearch function for a collection of PDFs. Here's what you need to know: - I need to be able to search both the text content, as well as the title and metadata of these documents. The returned results should correlate accurately based on this specified data. - The search capability should be flexible; it should function effectively whether the search terms are entered in lowercase, uppercase, or a mixture of both. - Do note that all the PDFs are in English, so there's no need to worry about other languages.

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    SMV Model Checking 6 days left
    VERIFIED

    The goal of this project is to verify a potentially faulty solution to a distributed computing problem using the SMV system and to modify the solution so that it satisfies basic safety and liveness properties. Key Duties: - Analyzing system behavior - Identifying design ...Skills: - In-depth knowledge of software model checking - Proficiency in SMV (Symbolic Model Verifier) tool Software/Hardware Requirements: - SMV model checking tool - Access to high-performance computing power could be beneficial - Be prepared to work with specific software libraries if the need arises How To Win This Bid: - Exhibit your experience and competence in SMV model checking - Highlight any experiences in identifying design flaws and testing system properties - Show past work relevant to SMV mode...

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    I currently have an image in ppt format that requires some color alterations. Due to the specifics of the project, I need someone with considerable experience in digital image editing, especially with color modification in ppt format. The exact details of the color changes will be communicated post-hiring. Please make sure you detail your capacity to work with ppt ...image in ppt format that requires some color alterations. Due to the specifics of the project, I need someone with considerable experience in digital image editing, especially with color modification in ppt format. The exact details of the color changes will be communicated post-hiring. Please make sure you detail your capacity to work with ppt images in your application and do not hesitate to highlight any previous sim...

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    ipv6 osi ipv4 ethernet and alL I think to be able to do this you should be expert in java, If you think you are expert in this topic kindly place a bid to enable us discipv6 osi ipv4 ethernet and discuss about the requirement clearly and decide on timeline

    $10 - $30
    Sealed
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    5 bids

    You will extract pages from large PDF and make smaller ones, then name them and save to a folder. You will get an Excel with URL and page numbers in a PDF to extract. These are financial documents and you will be getting the presentations out of them. You have to: - Have Acrobat pro etc to edit PDFs - Experience doing accurate work by following an Excel sheet with to dos. Flexible hours and no crazy deadlines. You have to be 100% perfect though.

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    ipv6 osi ipv4 ethernet and alL I think to be able to do this you should be expert in java, If you think you are expert in this topic kindly place a bid to enable us discipv6 osi ipv4 ethernet and discuss about the requirement clearly and decide on timeline

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    ...similar. Write a personal reply addressing the issues and ask relative questions regarding assignment. I want to see a good and engaging reply, excellent reviews and sample pictures. I'm looking for a PCB-designer can design and make and send me a PCB with CANBUS and connectors for NPN proxy sensors, Close loop stepper motors - RC-model servos - industrial servo motors etc. Please read the attached PDF, and as proof that you have read it, start your reply with the model number of one of the tilt-sensors we plan to use. Im not an electronic nor programmer, but a mechanical engineer, so bear with me if i don't understand the terminology all the time. Please specify the cost to design and making of it. (I bear the material cost and shipping): 1, The main-PCB* - Lets st...

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    I am seeking a creative and professional poster designer with experience in advertising services. The focus of this project would be to highlight my consultancy service in college admissions. Your tasks would include: - Crafting a visually appealing design that can effectively communicate the essence of my college educational consultancy service. - Incorporating branding elements to make the poster eye-catching and memorable. Ideal skills and experience for this job would include: - Proven experience in graphic design, specifically in creating service advertising posters. - Understanding of marketing principles to convey the right message. - Experience in designing educational or consultancy-related advertisements is a plus. - Strong visual design skills, creativity and attention...

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    Text-Based Logo Design Needed 6 days left
    VERIFIED

    - Probably a black and white colour scheme - I have a rough sketch of more or less the design I have in mind. Please see attached. - I need the job done quickly. - I will require the vector image files.

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    I'm on the hunt for a skilled Power Automate coder that can assist in PDF data extraction. The ideal candidate for this task must have: * Expertise in Power Automate and its various functionalities * Experience in extracting text and tables from PDF documents * The capacity to handle an undetermined volume of PDF files for data extraction. Your primary responsibility will be to set up and manage a system that automatically extracts text and tables from PDFs. Please note, the volume of files for extraction is currently undefined and can be adjusted as per necessity. Proficiency in dealing with various data volumes is preferred. With the aid of Power Automate, the goal is to turn a previously time-intensive task into a smooth and efficient process. ...

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    I need a compelling product description for an electronic device, which is skillfully crafted to highlight its ingredients, benefits, usage instructions, and key features. The ideal person for this project understands how to creatively and clearly present these aspects: - Ingredients: Communicate the quality materials used in this device. - Benefits: Show the tangible ways in which this device can make life better. - Usage Instructions: Clearly explain how to effectively use this device. - Key Features: Emphasize the compatibility and performance of the device. Previous experience in writing product descriptions for electronics coupled with the ability to translate technical aspects into layman's terms is highly valued. Good research skills and attention to details are als...

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    I'm seeking a skilled narrator to bring my mystery audiobook to life. The book runs for over 10 hours, so you'll need endurance and consistency in your performance. Key job requirements include: - female, adult, English voice - The ability to provide different character voices, making each one unique and compelling. - Using dramatic pauses effectively to create suspense and highlight critical plot points. - Conveying emotional depth to immerse the listener in the narrative fully. Only narrators with a strong record in long-form fiction audiobook narration are encouraged to apply. Your strong ability for storytelling and character building will distinguish your bid.

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    I'm in need of a graphic designer to revamp a 7-page Word document into a visually impressive presentation. It should speak professionalism and creativity, while maintaining the document's original content. Ideal Skills ...document's original content. Ideal Skills and Experience: - Proficiency in print design - Proven experience with presentation design - Excellent command over design software - Attention to detail Your responsibility: - Transform a text-heavy document into a visual narrative - Enhance readability through smart arrangement of content - Incorporate brand colours and design ethos - Deliver print-ready file Our audience for this document is both internal and external - our members and a limited number of external bodies such as grant applications. ...

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    AI Voiced & Text Telegram Bot 6 days left
    VERIFIED

    I'm looking for a developer who can build an AI chatbot like @ToadChatAssistantBot on Telegram. The bot should be powerful enough to respond to user queries in both voice commands and text. Here are the project's core requirements: - The bot must interact with users solely in English. - I want this bot developed using the Telegram API. - An essential feature of this bot is its learning capability. It should progressively get better at handling inquiries about our meme projects as we supply it with more data. Ideal skills: - Proficiency in artificial intelligence for chatbot development - Experience with Telegram API - Fluent in English - Ability to implement continuous learning in AI bots.

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    Hi there. I was planning to use LLM to create a privateGPT that can be stored (e.g in my raspberry pi) so it can be read all my documents locally. No need for OpenAI or any kind of APIs or servers just my local documents. something like this While attempting to install the mentioned repository, I encountered errors that hindered the installation process. in short what I exactlly need is:- 1- lunch LLM PrivateGPT in local server. 2- can read almost all kind of files locally. 3- Ask questions to my documents, locally! using sreamlit UI 4-I am open to upgraded ideas as long as they are based on the same concept. Hope all clear Let me know if you have any concerns

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    copy typing 6 days left

    I have a PDF of a bank statement that I need to convert to a clean excel. I used an automated conversion but it's still not providing me with a clean version. Attached are the files. Ideally, I'd want the sheet in the attached template format even if some fields are left blank.

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    I am in need of an expert in Flask and MongoDB who can effectively save and retrieve data. Although the version of Flask being used has not been specified, the ideal candidate should be familiar with a range of versions. In your application, - Highlight your past works related to Flask and MongoDB - Share your experience with these technologies - Provide a detailed project proposal detailing how you would approach this project I haven't decided yet whether I need the freelancer to design the MongoDB database schema from scratch, so demonstrate your ability to perform this task if required. Your flexibility and adaptability are key for this project. This job requires a seasoned developer with a solid understanding of MongoDB and Flask, regardless of the version.

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    I'm working on a residential property project that requires the use of Archicad 24 to create views, cross sections, and floor plans. I'm seeking an expert who can help me in producing these visualizations in pdf. Additionally, I need help to setup the Archicad file for showcasing these items. - What the task covers: - Configure views, heights, and floor levels in Archicad 24 - Produce relevant cross sections - Export these visualizations into pdf format Ideal Skills and Experience: - Hands-on experience with Archicad 24 - Excellent skills in setting specific project parameters in Archicad - Actioning views, cross sections, floor levels for residential property - Proven experience in similar projects will be an advantage.

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    I'm looking for a creative and innovative professional who can design compelling HTML email marketing campaigns. The primary goal is to drive traffic to a websi...to drive traffic to a website, to increase sales and visibility of a selected physical product ranges. The ideal candidate should possess the following skills and experience: - Expertise in creating successful and engaging email marketing campaigns - Familiarity with using HTML in the creation of the emails - Proven experience in promoting physical products The marketing campaign should highlight the following aspects of the product: - Its high durability and quality - Affordable pricing Interested parties should provide examples of previous work, especially in relation to promoting physical products via e...

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    ...registration/login and payment processing. Key Requirements: • User Registration/Login Screen Design: I want an intuitive and user-friendly design. Please prioritize ease of navigation and clarity. • Payment Processing Screen Design: The screens should make payment process efficient and straightforward for users. • Multilingual Support: The screens need to support multiple languages. Please, highlight your experience in designing multilingual apps. Ideal candidates will have a clean, modern, minimalist aesthetic in their portfolio. Exceptional attention to detail and a user-oriented design approach are highly sought-after qualities for this project. A proven track record in designing mobile app screens with similar functionalities will be a big plus. I am lo...

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    I'm looking for a skilled designer to create a text-based logo for my company. The logo should follow a modern style and utilize green and orange colors exclusively. Key Requirements: - Effective understanding of modern logo design principles - Ability to create visually interesting texts - Strong sense of color theory, specifically with green and orange - Portfolio showcasing previous text-based logo designs is preferred. Your task would be involving creativity to make a logo speak for the brand using the specified colors and text. Proven experience in logo design is a must-have for this project. Please share your past work that portrays your capabilities in text-based modern logo design.

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    For this design comp, I'm seeking a graphic design professional who can develop an innovative logo for advertising and marketing purposes. It needs to be text-based, cleverly communicating about my product/service. This is not a company logo or brand, it is a product that is offered by my company. The product is "Weekly Brief" and is a weekly report generated on property activity for my clients. Domain is -- and you're welcome to, but not required to include the domain details. You are also free to creatively play with adding "your", "the" or "local" to Weekly Brief if you want to. You have full creating control. This project requires creativity, a keen eye for detail and aesthetics, and an understanding of marketing strategie...

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    In need of an innovative graphic designer adept in brochure layout and design, with a knack for producing engaging and interactive digital files. The primary purpose of this brochure is to promote our line of goods and services to our customers. While previous experience in brochure design would be advantageous, the ideal candidate should also be equipped to provide their input ...I already created template in InDesign but looking for someone that can help enhance the design of my brochure/form as I am not an Graphic Designer nor an expert in Adobe InDesign. Candidates applying to my project must have a portfolio of completed projects/designs. Goal is to find a creative designer with an artistic and creative vision that can help me convert my ideas into digital design (PDF forms...

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    ...after, lot's of photos and some brochures to take inspiration from. Main Objectives: - To revamp the overall aesthetics of the site and turn it into something more creative and colorful. - Importantly, I want green to be a primary color of the scheme, seeking a design that fits this cool tone perfectly. This is for a construction site, and I'm looking for stunning before and after images that highlight the work of the firm. Candidate Requirements: - Proven experience in creative web design - Expertise in applying color theories in web design - Showcase a portfolio with similar past projects - Demonstrated ability to follow specific directions - Deliver functional, visually appealing, and easy-to-navigate design - Ability to meet deadlines and work in a timely manne...

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    I am seeking a diligent and accurate freelancer who can perform a data entry task for my project. - This requires transcribing text data from a range of PDF documents accurately into an Excel spreadsheet. - You should have strong attention to detail to ensure all data is transferred correctly and exactly. - Ideal candidates will have a proven track record working with PDF documents and Excel. - You should be competent with data entry tasks and efficiently working within an Excel format. This task may require you to decipher complex information from the PDFs, so excellent comprehension skills are also necessary. An understanding of keeping data organized and accessible within Excel is a must.

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