Building photo tagging site jobs

I'm seeking a skilled web developer to create an online shopping website catering to both male and female customers. Our diverse inventory will primarily include Clothing and Accessories, and Home Decor. The site should incorporate: - A User Registration and Login System: This system should be secure, user-friendly, and facilitate a personalized shopping experience. - Shopping Cart and Checkout Process: The site should provide an intuitive and secure online shopping experience, complete with a shopping cart and smooth checkout process. The ideal freelancer for this project should possess a strong background in e-commerce website development, with an emphasis on user experience design. A solid understanding of online security protocols is also a must. An impressiv...

...files for printing high-precision and detailed functional parts. You will be paid $15.00NZD per file you can provide that are unique and have not been done again. We sell commercially so please only the top quality - We use Bambu and Creality for advertising our products. If you do well there will be plenty of money to earn. Once you have a product available we need to test print it first and a photo will be sent to you of the print. If the print works well you will be paid before we advertise anything on our platforms. Key Requirements: - Creating STL files: STL files are the standard format for 3D printing and must be correctly formatted for the printing process. - Understanding of 3D Printing Concepts: An understanding of the concepts of 3D printing is crucial to ensure the...

I have a requirement to re-skin an existing word-press website to roughly this design: All existing content will be scrapped, so no need to worry about that. In addition, 5 pages have to be created based on new content including some graphics. The quantity of content and graphics will be similar to segment.com. 2 pages will be si...similar in size and look to the home page. 3 pages will be significantly shorter. Animation is not required. Simple, elegant static infographics are enough. I am looking for extensive WordPress customization expertise and infographic design expertise. Show off your portfolios. New samples are not needed for the quote. The quote is for redesigning the menu, header, footer, etc., and building 5 pages. Specify the price per page separately.

We are in need of a highly skilled and experienced Python Developer who specializes in Large L...Retrieval Augmented Generation (RAG) tasks. Key Tasks: -Your main responsibility will be to create a custom AI Chatbot by combining LLM (Large Language Model) with RAG (Retrieval-Augmented Generation) using custom data. General Requirements: - Demonstrable proficiency in Python and understanding of LLM and RAG is a generally necessary. - Familiarity with Chatbot modeling, data analysis, model building, web scraping, data extraction, and task automation will be regarded as additional advantages. This project provides an excellent opportunity for individuals deeply interested in language models and augmented generation. Interested and qualified bidders are advised to place their bids ac...

I'm currently looking for experienced Cs-cart developers to assist with the development of a new site and Mobile apps ( theme unitheme of cs cart will be installed) we need auctions. Only Apply if you have experienced in cs-cart ( ) PHP software Mobile app code will be provided by cs cart Built using open source technologies, PHP/MySQL, Smarty, CS-Cart is flexible and highly customizable software making it easy to modify the program and extend its functionality according to your needs. Key requirements include: - Developing a brand new Cs-cart site from scratch. - Experience with online stores, especially those dealing with physical goods. - Implementing top-notch e-commerce features, including but not limited to product listings, categorization, and secure c...

Note : We ne...products and holiday after the event. These are 3 different modules which we need to merge down in to single one. The design will be Mobile first and then web. This will have : Couple dashboard as well Requirement: I'm seeking a Figma expert to assist me in redesigning an existing website's UI. Key responsibilities include: - Crafting user interfaces that are both appealing and functional - Building interactive prototypes to showcase the redesign - Ensuring the prototype is high-fidelity with detailed interactions Ideal candidates should have: - Proven experience in UI design and Figma - A strong portfolio showcasing high-fidelity prototypes - Excellent understanding of user experience principles - Good communication skills and ability to collaborat...

I'm in need of an expert in Samsung TV who can guide me through the process of uploading a static image in JPEG format. Ideally, the image should be controlled via a smartphone. Ess...need of an expert in Samsung TV who can guide me through the process of uploading a static image in JPEG format. Ideally, the image should be controlled via a smartphone. Essential Skills: - Comprehensive knowledge of Samsung TV functionality - Experience in mobile operation for controlling TV images - Familiarity with JPEG format Your task will involve: - Guiding me step-by-step to upload a photo to my Samsung TV - Teaching me how to control the uploaded image with my smartphone. Your guide could be either text-based instructions with relevant screenshots, or direct conversation throug...

...Authentication: - Email and password - Phone number and OTP - Google login - Apple login (iOS APP/device) Detailed project description below: Build Scalable, Responsive and Dynamic website, and mobile app (iOS and android): Key requirement from developers: • Looking for a team of qualified developers with knowledge of all the functionalities required for this project • Must have expertise in building website as well as android and iOS apps • The scope of the work may increase as we learn more about the users of the website. • Please send your price quotations with detail of language/tools you will use and the timeframe you will need to complete this project. Functionalities to build: • Book meeting function that automatically check calendars of...

I'm looking for an proficient Autocad designer who can create structure drawings for a medium-sized office building (1,000 - 5,000 sq ft) with an open-plan layout, following plans provided: Ideal skills and experience: - Proficiency with Autocad software - Experience with office space design - Able to create simple structures - Ability to intuitively read and implement client requirements for space layout

I need an Android App developed in Kotlin with XML UI. The app should have a total of 12 screens and should be integrated with 12 APIs. The designs and API is already developed Key Requirements: - Android App Development in Kotlin - Experience building XML UI - Our own API integration - Design for hotel booking Ideal Freelancer: - Experienced Android developer - Proficient in Kotlin and XML UI design - Strong understanding of app design and user experience - Prior experience with adult audience app development is a plus.

I'm looking for a talented graphic designer who can create a watercolor rendition from a real photo using digital techniques. Added an example photo. Key requirements: - I need the watercolor photo to be of 'Moderate detail with visible brushstrokes'. The aim is to have a beautiful, semi-realistic, and artistic interpretation of the original photo. - The effect should be applied through 'Digital watercolor effect'. This ensures the digital nature of the artwork, but with the charm and appearance of traditional watercolor paintings. Ideal Skills: - Proficient in graphic design and image editing software. - Experience in creating watercolor effects and other digital artistic techniques. - Attention to detail and the ability to incorporat...

I have a requirement for an experienced photo editor familiar with image compositing. The task at hand involves: - Extracting a person from their existing photographic context - Re-positioning them onto a new nature scenery-based background. - Crucially, the original lighting and shading on the person should be preserved as much as possible despite the change of background. Expertise in Adobe Photoshop or similar software is required, along with a strong understanding of lighting, shading, and color balance to seamlessly integrate the person with the new nature-themed background.

I require a professional to work on my photographs, primarily focusing on modifying the background. The tasks will involve: - Removing the existing background - Adjusting the photo's brightness and contrast levels - Soft retouching to fix any blemishes...blemishes - Adding a horizontal gradient background that includes our company logo. - Color correct master file: BY Icon Derek Drew v .1 - Use file: BY Reference for Derek as an example of background, color, and logo _ File: BY Derek Icon can be used for reference or source. Ideal candidates should have extensive experience in photo editing, specifically proficient in the use of gradient background editing. You should also be adept with adjusting brightness, contrast, and photo retouching. Please provide portfolio exa...

I'm looking for a skilled programmer with robust knowledge of Scala, Hive and Spark to work on a data-related project. Key Points: - The project focuses on coding - The primary tools involved are Scala, Spark, Hive - No specific area of computer science is listed, just the programming languages Ideal candidate should be proficient in: - Scala, Spark, Hive - Data analysis and processing - Building scalable applications Previous experience in these areas would be a big plus.

I'm in need of a professional photo editing service that specializes in editing watch images. The job entails editing a variety of watch photos to make them visually appealing. Key tasks: - Background removal: Careful removal of the background in a manner that enhances the watch's features. - Color correction: Ensure the watch appears vibrant and true to life. - Image retouching: Fine-tuning images to make them perfect for showcasing. Ideal Freelancer: - Expertise in photo editing with a specific portfolio showcasing watch editing skills. - Proficient in background removal, color correction, and image retouching. - Experience in e-commerce product images and advertising campaigns is a plus. Please note that the purpose of these edits will be for professional pre...

I'm looking for an expert photo editor to work on my watch images. The tasks include: - Color Correction: I seek a natural enhancement on the watch images. The essence is to elevate the watch without making the photo look overly edited. - Background Removal: I need a solid color background added to each of the images. Ideal candidates for this project should have: - Strong background in photo editing with a keen eye for detail and aesthetics - Proficiency in color correction, particularly in giving a natural enhancement. - Experience with background removal, particularly in replacing with a uniform, solid color. This is a project where attention to detail and a good eye for aesthetics are critical. Please provide examples of similar projects you have worked o...

I need to retouch 1 image. Need to done it professionally, clean and sharp. 1. first crop, and remove blury 2. face will be clean and sharp Don't done it in 5 minutes. Take your time. I will announce the winner after 3 to 4 days. Follow the comments section for updated...to retouch 1 image. Need to done it professionally, clean and sharp. 1. first crop, and remove blury 2. face will be clean and sharp Don't done it in 5 minutes. Take your time. I will announce the winner after 3 to 4 days. Follow the comments section for updated instructions. Note: You can use this ai tool. Do this .. crop face, upload on this site, now place restored face on old picture. Link here: Maybe we will develop a long-term working relationship.

...boost these significantly. Your main task will be to increase my DA to 40+ and TF to 20+. Key responsibilities: - Implement SEO strategies: Develop a comprehensive SEO plan that involves both on-page and off-page optimization. - Link building: Use white-hat techniques to acquire high-quality backlinks from reputable websites. - Content strategy: Develop a content strategy that aligns with my niche and resonates with my target audience. Ideal skills: - Proven experience in increasing DA and TF for websites. - Strong understanding of SEO practices and link-building strategies. - Excellent content creation and strategy skills. - Knowledge of tools like Moz, Ahrefs, SEMrush, etc. - Experience in the same niche as my website would be an added advantage. I'm open to su...

Looking for an experience bicycle designer who can provide detailed engineering drawings and BOM for a cargo bicycle design. These drawings will be handed over to a frame builder to ensure successful construction. Key Requirements: - Experience in Bicycle Design: Able to rev...Experience in Bicycle Design: Able to review, advise and correct dimensions of the conceptual design. - Advising on Material: The candidate should be able to recommend appropriate materials. - Selection of components: Able to advise on suitable set of components to complete the built. The successful completion of this project will result in a set of drawings and BOM that can be used as a blueprint for building the cargo bicycle. Details of the conceptual design will be provided upon selection of the ideal ...

...burgeoning digital car dealership with a unique proposition of providing new cars without a waiting period and discounted rates, we are now poised to supercharge our growth trajectory. We are seeking an experienced business development strategist with a proven track record in the automotive industry to help us identify and engage with strategic investors. Key areas we need assistance with include: - Building a comprehensive list of potential strategic investors who align with our business vision and goals. - Developing a targeted communication plan tailored to each prospective investor. - Crafting compelling pitch materials that showcase our unique value proposition, market potential, and competitive edge. - Strategizing and advising on negotiation terms to secure funding while...

MUST BE ABLE TO START RIGHT AWAY AND DO NOW. - Header Layout: The header menu is...Shopify design capabilities and be able to make this adjustment seamlessly. - New Products Tagging: I'm looking to have a "NEW" icon displayed next to the product title for new items. I would like this icon to be small and subtle. The candidate should have experience with product tagging and editing in Shopify. - Rewards System Popup: I would like to implement a popup for my rewards system. The popup should trigger as soon as a customer visits the site, and not later. The ideal freelancer will have experience with Shopify popups, as well as an understanding of user engagement strategies. Please only apply if you have direct experience with Shopify, specifically in mo...

I am looking for a professional to create thumbnails for an event photo gallery on my website. Key Features: - The thumbnails will serve the main purpose of displaying product images. - An engaging and visually appealing interface is a must. - One essential feature is social media sharing options allowing users to share photos from the event directly to their social media accounts. Ideal Skills: - Relevant experience in creating and designing thumbnails. - Knowledge of graphic design and a keen eye for visuals. - Familiarity with integrating social media functionalities into the gallery. - Experience in working with event photo galleries would be a plus. The objective is to have a user-friendly gallery where visitors can easily browse through photos from events, with th...

I'm in need of someone to help me scrape a website daily, note down a list of traders and run some checks on them. Qualifications: - Knowing how to use a computer. Tasks Involved: - Visit the website daily, note down a list of traders, and run some checks on them. - This needs to be done by hand, as it cannot be automated due to Cloudflare.

I require a skilled professional to build an Asterix server on a Windows platform. The primary role of this server will be to host a communications web application. Key Responsibilities: -Build an efficient Asterix server on Windows -Make sure it's optimally configured to host a communications application Ideal Skills and Experience: -Experience in building servers on Windows -Understanding of communications application requirements -Proven expertise in handling Asterix servers This is a challenging yet rewarding opportunity, requiring a deep understanding of both Asterix servers and communication applications. Bidders with relevant experience, showcasing their capabilities at managing the requirements, will get preference.

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I'm looking for a skilled developer to create a niche marketplace platform that connects users with professionals. The platform will require the following features: - User Registration: The user registration process should be designed to ensure simplicity and security. It should incl... This feature will enable users to easily find relevant professionals based on their needs. - Messaging and Communication Tools: The platform should also have a messaging system that allows for seamless communication between users and professionals. Feel free to suggest additional features that would enhance the user experience. The ideal candidate for this project should have experience in building marketplace platforms, a solid understanding of user experience design, and strong backend deve...

...of a business, I'm seeking a Business Development Manager with a proven track record to help grow my business. The hiring responsibilities and primary goals of this position are flexible and can be discussed further with the right candidate. Key responsibilities include: - Creating and implementing a business development plan - Identifying business opportunities and potential partnerships - Building and maintaining strong relationships with clients - Developing strategies to increase sales and expand market reach Ideal candidates for this role should have: - A strong background in business development - Excellent communication and negotiation skills - A proven ability to drive sales and revenue growth - A solid understanding of the sector my business operates in If you...

I'm searching for a proficient Microsoft Project expert who understands the...proficient Microsoft Project expert who understands the intricate details of construction project planning. The main aim of this project is to develop a detailed schedule, focusing primarily on the building construction phase. The project duration is less than three months. A Level 4 Schedule is required. Ideal candidates should have: - Significant experience in Microsoft Project - A deep understanding of construction project management and scheduling - Ability to create detailed timeline indicative of each phase. The deliverable is a comprehensive Microsoft Project Schedule covering all aspects of the building construction phase in great detail. Timeliness and accuracy are crucial for the su...

I'm looking for a freelancer to assist in a variety of data entry tasks, specifically involving copy-pasting. This will also include data organization, requiring the sorting and filtering of data. Key responsibilities include: - Copying and pasting data provided into ...Organizing data by date, alphabetical order, and numerical order. - Filtering out specific data as needed. The ideal candidate should have: - Proven experience in data entry, particularly in copy-pasting and data organization. - Proficiency in sorting and filtering data based on specific criteria. - Attention to detail to ensure accurate data entry and organization. This project is crucial in building a comprehensive resume, hence the ability to understand the relevance of the data and its proper organizatio...

I'm looking to strengthen the presence of my website locally. To achieve this, I am after an experienced SEO specialist to increase organic traffic to my website through the creation of 250 high DA backlinks. Put your final price on your bid! Key Focus: - Building high DA backlinks to increase organic website traffic - Targeting the local audience in our digital marketing strategy - Preferred content for our backlinks should benefit our website ranking Ideal Candidate should: - Have a keen eye for creating SEO-optimized content - Be proficient in backlink creation with experience targeting local audiences - Understand how website ranking works Your key deliverable will be: - Creation and implementation of 250 high DA backlinks focused on boosting our local organic traffic, a...

...am looking for an experienced photography editor who can add a touch of magic to my portrait photos. Your work should retain the natural and realistic style of the original pictures. The Tasks: - Enhancing colors and lighting to bring out the best of each shot - Removing blemishes and imperfections, so that each photo is polished - Retouching and resizing images to suit various online and print formats Skills and Experience: - Applicants should have extensive experience in photo editing, specifically with portrait photography - Mastery of tools to improve colors and lighting is an absolute must - Applicants should be proficient in removing blemishes and various imperfections from images - Knowledge of different resizing formats is required. The successful applicant mus...

As a business owner managing my domain hosting on a different server, I am looking for an experienced AWS specialist to help me migrate to AWS. Key Project Details: - My primary purpose for migrating to AWS is to improve my site's performance. As such, I'm looking for a freelancer with demonstrated experience in optimizing and enhancing performance on AWS. Ideal Skills & Experience: - Proficiency in AWS services, particularly Amazon EC2 and Amazon S3 - Experience with server migration, ideally from another hosting provider - Demonstrated ability to improve website performance through cloud services - Strong understanding of security measures associated with AWS - Good communication skills to ensure a smooth transition and understanding of the process Please provide a clear...

I'm setting up a bike rental business. The company will offer different types of bicycles such as mountain bikes, road bikes, and hybrid bikes. - The rental company will provide accessories like helmets and locks. - I need a pro...professional who can create an online booking system for the bike rentals. The system should be integrated into our website. - This system should make it easy for customers to browse available bikes, select the ones they want to rent, choose any accessories they need, and make the payment. - The ideal candidate should have experience in e-commerce website development, with a specific focus on building booking systems. A background in the bike rental or similar industry would be a big plus. - I'm open to suggestions for the best approach to t...

DATA SCRAPPING DATABASE This is an interesting overview of the steps that might be involved in completing this project: 1. Develop a web scraping script using Python (e.g., BeautifulSoup, Scrapy) to extract data from relevant grant databases and websites (if possible, considering anti-scraping measures). Sites to be scraped: 2. Design a database schema to store the extracted data. 3. Write scripts to clean, transform, and load the data into the database. 4. Design a WordPress directory listing interface with search filters to display the grant information. 5. Develop a user interface to query and display the grant information based on customer criteria 6. Create a Python plugin for WordPress to automate the scraping work, using tools like WP-Python or PyWP. This plu...

I am ...marketing: Create engaging content for both Facebook and Instagram, including posts and stories - Content marketing: Develop a content strategy that will resonate with our target audience - Content creation: Utilize your creative skills to craft compelling and visually appealing content - Strategic marketing planning: Assist me in developing a comprehensive marketing plan - Public relations: Work on building our brand's reputation and image Ideal candidate should have experience in: - Social media marketing, with a focus on Facebook and Instagram - Content marketing, and ability to create engaging content - Strategic marketing planning - Public relations A track record of successful campaigns aimed at general consumers would be highly beneficial. Looking forward to ...

I'm looking for a professional logo to represent my construction business, and a customisable fee proposal template on Word. - Logo: I need a logo that embodies professionalism and the essence of the construction industry, specifically through the inclusion of 'building' elements. - Proposal Template: The template should be sleek and functional, allowing me to easily input different project details and fees. The ideal freelancer for this project would have a blend of graphic design skills for the logo and proficiency in Word for the template. Experience in the construction industry, or with related clients, is a plus.

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I'm seeking a talented modeller to create a SketchUp (.skp) file of my property. Aim for an intermediate level of detail incorporating additional landscaping and minor features. It's essential to include lot lines outside the building in the model. To successfully deliver this project, you should have: - Solid experience with SketchUp - Proficiency in creating landscape elements - Attention to detail and excellent judgment in defining minor features. - Ability to accurately and effectively represent lot lines. Please include relevant work samples during your bid to illustrate your competency in Spatial plotting and landscape design, particularly in SketchUp. Looking forward to seeing your proposals.

I require expert architectural services to create detailed floor plans and elevations for an entire building. The objective is to use these architectural drawings for a permit application process: - Proficiency in creating comprehensive and detailed floor plans - Competence in accurately drafting building elevations - Broad experience in creating architectural drawings that meet permit application standards - Familiarity with construction laws and regulations regarding permit requisition Your solid understanding of building structures and ability to adhere to laws while drafting required drawings will significantly contribute to my project.

I'm looking for a skilled and experienced app developer to create a social media app with features similar to Instagram including suggestion feed features in home page. The key features I'm aiming for include: - User profiles - Photo sharing - Newsfeed In addition to these, I'm looking to include some extra features and functionalities that make the app stand out. These include: - Direct messaging - Explore page - Like and comment functionality - Reel upload features - Friend group page creation The design of the app should be elegant and sophisticated. I'm looking for a clean and user-friendly interface that is visually appealing and easy to navigate. Ideal skills and experience for this job include: - Proficiency in app development, especially with socia...

I'm a beginner looking for a tutor to help me learn and understand Git and Python, with a focus on branching, version control, Python syntax and functions, as well as building Machine Learning (ML) and Artificial Intelligence (AI) models. My preferred learning style is through hands-on projects. The ideal candidate should have the following skills and experience: - Proficiency in Git and Python - Experience with version control, branching and merging - Strong understanding of Python syntax and functions - Background in building ML and AI models - Ability to teach through hands-on projects.

I have two old low-quality photos that I'd like to have restored. They are for personal use, so I'm keen on having them transformed to the best quality possible. Key Elements: - Restoration: The photos have some wear and ...image's essence. - Enhancement: While restoring the photos, I would also like them enhanced. I would like them to remain black and white and still look old with the date remaining at the top. Delivery: - I'm looking for the restored and enhanced photos to be delivered as digital files. This will be convenient for me as I plan to keep them digitally. Experience and Skills: - Proven experience in photo restoration and enhancement is crucial. Portfolio of similar projects will be a big plus. - Attention to detail and the ability to carefully ...

I need a talented and experienced team to develop an e-commerce store selling physical products. The store will be relatively simple, with products falling into 1-5 distinct categories. Key Responsibilities and Skills: - E-commerce site building and designing. - Must be experienced in managing and integrating diverse product offerings. - Knowledge of online retail, preferably with physical products. Only bid if you have proven experience with similar projects. Familiarity with popular e-commerce platform would be a considerable plus. I look forward to your bids.

...each of these functions: 1. IT Assessment Portal This portal can be designed to allow technicians to enter and view data regarding client servers, PCs, and other equipment when on-site. Features to Include: • Client Details: Ability to enter and retrieve information about the client, like name, location, contact details. • Equipment Checklist: A dynamic checklist for different types of equipment (servers, PCs, etc.) that technicians can fill out. • Assessment Forms: Forms for entering the condition and performance of each piece of equipment. • Photo Uploads: Capability to upload photos directly from the site. • Reporting: Generate reports based on the entered data, which can be shared with the client or used internally. 2. Dynamic ...

Project Description: We're developing "Climate Companion," an innovative mobile app designed to empower individuals and communities to take meaningful action on climate change. The initial focus will be on building the Android version of the app, with future expansion to iOS. This app will leverage Google's Gemini AI to provide personalized climate insights, actionable recommendations, and foster community engagement. We're looking for an Android developer with expertise in: Android SDK: Proficiency in building Android apps using Java/Kotlin and the Android SDK. API Integration: Experience integrating with RESTful APIs, specifically the Gemini API, and handling JSON data.

...Tennessee-based civil engineer to verify and stamp a set of site plans for a residential development. The project is urgent, requiring completion within 1 week. The work is primarily focused on checking and certifying the existing plans, rather than creating new ones. Key requirements: - Civil engineering experience: The ideal candidate should be a qualified civil engineer with prior experience in residential development projects. - Tennessee certification: A thorough understanding of Tennessee's building regulations and experience with site plan stamping in the state is essential. - Attention to detail: The site plans need to be carefully reviewed and verified for accuracy and compliance with local regulations. The existing site plans are avail...

I am seeking an experienced photo retoucher who can quickly work through a batch of over 330 headshot images. Key Tasks: - Basic retouching, including blemish removal and color correction. - The styling should follow a more stylized look akin to fashion or beauty photography. - The final images should be in JPEG format. Ideal Skills: - Photo retouching and color correction expertise. - Ability to deliver high-quality work quickly. - Proficiency in JPEG format. - Experience in fashion or beauty photo retouching. Please provide your turn around time and your quote for this project. Thank you!

I need an iOS educational application developed. The core objective of this app is to facilitate better learning ...task management. Key requirements and experience needed: Key Requirements: - Strong proficiency in iOS development - Prior experience in educational apps is preferred - Task management functionality within the app - Intuitive UI/UX design that caters to all age groups - Must follow Apple's App Store review guidelines Ideal Experience: - iOS app development - Integrated task management system - Building educational apps - Expertise in UI/UX design Creating a seamless and impactful learning experience is the ultimate goal of this project. The goal of the app is to bring small business together with investors to see how investors can improve or invest in these sm...

I need a skilled WordPress developer to help me with a few changes on my website. - I need to remove a couple of photos from the site. These are photos of team members that I no longer wish to feature. - Additionally, I need some content modified. This will be a small amount, and is mostly text. - Finally, the site's layout needs a few tweaks. This will involve small adjustments to how the site looks, but nothing major. Ideal skills for this job: - Proficiency in WordPress, particularly with customizing themes and modifying content. - Good eye for design, able to make small changes to improve the site's layout. - Knowledge of CSS and HTML would be an advantage, but is not strictly necessary.