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    Seeking a long-term Python Data Scientist and Generative AI expert Your task is to develop a prototype chatbot that is powered by Generative AI and Large Language Model (LLM) to respond to user queries using domain-specific knowledge and RAG implementation. The project will focus on integrating LLM frameworks, managing data preprocessing, and implementing the chatbot's user interactions. ONLY people who respond to below screening questions will be considered: 1) Did you fine-tune an LLM model using LoRA or QLoRA? If so, which model did you fine-tune, and what was the use case? 2) Do you have a GitHub profile? If so, can you share the link? 3) Are you proficient in English, and what is your hourly rate?

    $24 / hr (Avg Bid)
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    I'm in need of an experienced photo editor who can delicately enhance a personal photo meant for a memorial service. This task requires not only technical expertise but a sure hand and a sensitive approach. Specifications: - The target photo requires the removal of specific background elements including cars and a window frame. - Certain aspects of the background are to be preserved, which will be specified upon project commencement. - Final photo must be in JPEG format. Ideal Skills: - Proficiency in Adobe photoshop or similar photo editing software - Eye for detail, especially preserving certain background features - Capability to work respectfully on sensitive materials.

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    I'm seeking a skilled PCB circuit designer to create a digital circuit f. The primary function of the circuit is PWM Motor Speed Control Key requirements: Input supply voltage: DC 2.5V-25V The maximum output power: 350W The maximum continuous output current :15A The overload and short circuit protecting current is 25A PWM frequency: 25-30kHz Duty Cycle adjustabl...maximum continuous output current :15A The overload and short circuit protecting current is 25A PWM frequency: 25-30kHz Duty Cycle adjustable: 0-100% The operation environment temperature:-20℃-40℃ Ideal freelancer would have: - Proven experience in digital PCB circuit design - Strong knowledge of signal amplification principles - Familiarity with radio technology and its requirements - Ability to optimize circuits f...

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    I'm looking for an expert developer who's proficient with AWS services, particularly EventBridge, and has experience integrating with Shopify webhooks. Key requirements: - Setting up and pushing code into fresh AWS servers - Creating and configuring AWS EventBridge to handle large volume webhook events from Shopify - Routing these events to either SQS or Lambda Your primary task will be to ensure that Shopify webhooks are efficiently processed through AWS EventBridge. Ideal skills and experience for this job: - Proficiency in AWS services, especially EventBridge - Experience with Shopify webhooks - Knowledge of server setup and configuration - Prior experience with middleware systems and large volume event handling - shopify graphql and restful api Please note that whi...

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    I'm looking for a skilled individual to handle our company's billing clerical tasks. The main responsibilities for this position will include: - Invoicing & Payments: You will be responsible for generating and sending out invoices for us. This requires precision and attention to detail to ensure the accuracy of every invoice. - Account Reconciliation: Another key task will involve balancing and reconciling accounts. This will involve using both QuickBooks and FreshBooks software, so experience with these platforms is essential. - Customer Communication: You will also be communicating with our clients regarding billing and payment issues. Clear and effective communication skills are crucial for maintaining good relationships with our customers. On average, we generate...

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    Featured NDA
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    I'm in need of a freelancer to assist with labeling text tweets by topic (to aid in machine learning research). Key Requirements: - Labeling 1,000 tweets as to whether they are about the topic sustainability - Must be labeled by hand (no machine learning or AI) by a native English speaker Task: -Open the attached spreadsheet -Read the FULL TEXT of each tweet. Also read the brand handle and sector for reference. Make sure to pay attention to any hashtags included. -You do not need to open any URLs. Make your judgment based only on the text. -If the tweet is about sustainability, enter "1" in column E. If it is not about sustainability, enter "0" in column E. -Note that "sustainability" is a broad topic -- it is often a judgment call as to whethe...

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    ...get the concept going and approved, later may do edits and revisions. **Skills and Experience**: • Excellent graphic design skills to create a visually appealing deck • Strong written communication to effectively convey the business concepts • A solid understanding of the technology sector and startup ecosystem • Experience creating pitch decks specifically targeted at venture capitalists Your task is to transform the information I provide about my company into a clear and compelling visual narrative that will engage venture capitalists and help secure funding. Your input on the content is most welcome and expected; this is a collaborative project. Please, only bid if you have relevant experience and can show examples of previous pitch deck designs or si...

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    NDA
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    I urgently need a professional who can resolve an issue that arose after I updated Webmin/Virtualmin/Cloudmin with the Tomcat module installed. As a result of this update, both my Wordpress websites and Java application are not working. When attempting to access the websites, a 50...to understand the impact of the update. - Strong understanding of WordPress websites and Java applications to effectively troubleshoot and resolve the issue. - Experience in diagnosing and fixing server errors, such as the 503 Service Unavailable error. - Excellent problem-solving skills and the ability to work under pressure to meet the urgent timeline of this project. This is a time-sensitive task, and I am looking for someone who can start working on this immediately and deliver a fast and effective...

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    I am urge...who can help me attract viable prospects to my construction and remodeling services. I'm specifically targetting the construction and remodeling industry and need someone who can hit the ground running and provide rapid results. Expected tasks: - Researching potential prospects in the industry - Generating quality leads of potential clients interested in my services - Leveraging technology to optimize lead generation efforts Ideal Skills: - Demonstrable experience in lead generation within the construction/remodeling industry - Proficient use of lead generation tools and software - Outstanding research skills - Ability to work quickly and efficiently Crucially, I need the project completed as soon as possible. The faster we can generate leads, the better for b...

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    I'm in need of a skilled individual who is proficient in blockchain and wallet analysis, specifically on the Arbitrum blockchain. The project involves analyzing transaction patterns and wallet balances ...identify patterns and trends in transactions - Proficient in analyzing wallet balances and activities Deliverables: - A comprehensive report that includes methodology, analysis, and conclusion - The report should be presented in a combination of written format and visual presentation (charts and graphs) Please note that I will provide you with access to the necessary pages and data on Arbiscan. Your task will be to fetch data, analyze it, and present it in a detailed, yet accessible manner. If you are able to deliver this work to a high standard, I will have further projects...

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    ...unorthodox literary work from English to Portuguese. This narrative offers a deep and abstract exploration of life's decline, demanding a translation that captures its profound depth and nuanced Abstract Themes: Engage with a literary piece that pushes the boundaries of conventional storytelling, delving into the decline of life through an abstract and multifaceted lens. Your task is to translate this richly woven narrative from English to Portuguese, preserving its intricate details and underlying Translation Approach: Approach this translation with a sophisticated and nuanced mindset, ensuring the Portuguese version mirrors the original’s intellectual depth and emotional resonance. The unorthodox style and abstract themes require a translator who can

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    ...critical task: Translating PDFs. The challenge here is to make sure that the translated content in the PDFs maintains the exact same format and layout as the original documents, without any alterations. Key Requirements: - Translate both scanned and text-based PDFs/images: I need a professional who can handle both types of documents with equal proficiency. - Language Proficiency: The translation will be from English to a variety of languages. Your ability to work with any language from a dropdown menu is crucial. - High Accuracy: The translated content must retain the original meaning and context with 95+% accuracy. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience using Python, along with any relevant libraries or tools that can help ...

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    ...and unorthodox literary work from English to Portuguese. This narrative delves into the abstract and enigmatic themes surrounding the decline of life, requiring a translation that retains its complexity and Exploration and Translation: Immerse yourself in a literary work that defies conventional storytelling, exploring life's decline through a unique and abstract perspective. Your task is to translate this intricate narrative from English to Portuguese, preserving the essence and subtlety that define the original and Creative Approach: Adopt a nuanced and creative approach to translation, ensuring the Portuguese version mirrors the original's depth and nuance. The narrative's unorthodox style and abstract themes demand a translator who can adeptly navigate and co...

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    I'm looking for a skilled freelancer with prior experience in data scraping to help me extract specific text content and URLs from a public site. Key Details: - Your main task will be to collect the text content and URLs from the site. - Previous experience in a similar project is a must. - Please provide me with details regarding your experience in your application. The purpose of this data scraping project is for market analysis.

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    Portfolio Website Design 6 days left
    VERIFIED

    I'm in need of a skilled website designer to create a portfolio website that focuses on building brand awareness of my work. The webs...manner. - Contact form: The website needs to have a user-friendly contact form to enable potential clients to get in touch with me easily. Ideal Skills: - Proficiency in web design, with a sharp eye for aesthetics and user experience. - Experience in creating portfolio websites with image galleries that are visually striking and easy to navigate. - Strong understanding of website SEO and how to optimize a website for brand awareness. - Good communication skills to understand and implement my vision for the website. In your bid, please provide examples of your relevant work and an estimated timeline for completion. Looking forward to seeing ...

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    I need an experienced VB.net programmer to make modifications to existing source code. The project itself should include feature demonstration forms. Key Responsibilities: - Modify existing source code: The main task will involve working with the existing codebase, making necessary adjustments, and ensuring the software continues to function as expected. - Demonstration forms: The project includes creating feature demonstration forms for the software. Ideal Skills and Experience: - Proficient in VB.net: The candidate should have a strong background in VB.net, with practical experience in modifying and building upon existing code for file IO, object generation and file parsing for data output. - User Interface Development: While the project involves existing source code, a good u...

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    Hello, I'm in need of a skilled UI developer with solid PHP experience to assist with a project. Strong UI Experience + PHP Experience - Have to fix few pages design & layout change for 1 page. Its 4 - 5 hrs work for experience , i will share FTP detail & task detail document in DM Max Budget 1000 INR Regard

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    ...Adobe Illustrator professional to convert a logo from PNG to SVG. The aim is to optimize the SVG for web use, ensuring it remains scalable, editable, and suitable for online platforms. Key requirements: - Conversion from PNG to SVG: The logo is currently in PNG format and I need it to be converted to SVG. - Scalability: The resulting SVG should be scalable to any size without losing quality. - Optimization for Web Use: It's vital that the SVG is optimized for web use. This includes ensuring the file size is minimized for fast loading times, and that it retains its quality across various screen sizes and resolutions. Ideal skills and experience for this job include: - Proficiency in Adobe Illustrator: Given the task requires converting and optimizing the logo, a d...

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    I need an experienced 3D designer to modify an STL file quickly. The specific modifications are unspecified, but I need them done promptly. The final deliverable should be an STL file, though I'm open to other file formats. It is essential that the designer has the ability to make complex modifications and is experienced in the software necessary to perform the task. Please bid only if you're available immediately and can work on the project promptly.

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    We are looking for an experienced UI/UX designer to create an interactive design for our property management application using Figma. The application is intended to streamline property management operations, offering functionalities like task management, team coordination, guest management, and more. Scope of Work: The designer will be responsible for: Creating an interactive and user-friendly design in Figma Developing wireframes and prototypes based on provided sketches and descriptions Suggesting and implementing improvements to enhance usability and aesthetics Ensuring responsive design for both web and mobile views Pages to Design: Home Page: Displays an overview of tasks, notifications, and key metrics for the day. Contents: Summary of check-ins/check-outs, ongoing tasks,...

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    ...experienced users. Organize and structure the content logically for efficient reference. Maintain consistency in writing style, tone, and formatting across all documentation. Study the agency website () to understand the services and sub-services provided. Set up a full database of minimum 30 to 40 demo clients or sample clients in the GrowCRM system, covering all stages from leads to task completion, payment, and ticket management. Create demo data from beginning to end for the demo clients to demonstrate the CRM functionality at all levels, as per the services and offerings of the agency (). Create demo proposals for the sample clients. Update the main CRM provided once selected for the project with the created demo data. Preferences: Experience working with digital

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    I'm a beginner ...architecture. - Service Development and Deployment: I'm interested in learning how to develop services on OSB and deploy them effectively. This includes hands-on exercises and practical examples to reinforce the learning. - Troubleshooting and Optimization: I want to be able to troubleshoot any potential issues that may arise when working with OSB. Additionally, I'd like to understand how to optimize OSB applications for performance and scalability. The ideal candidate should have: - A solid understanding of Oracle Service Bus (OSB) - Previous experience in teaching or training on the subject - The ability to explain complex technical concepts in a clear and understandable manner - A structured approach to training that includes hands-on exercis...

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    ...clothing, specifically leggings. - Knowledge in material selection for clothing manufacturing. - Outstanding creativity and problem-solving skills. - Proven ability to follow fashion trends and implement them into designs. - Close attention to detail when finishing a product - Efficiency in time management, dependable & frequent communication Bring your unique style and imagination to this task and help shape the future of our product line....

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    I am in need of a research professional to conduct an in-depth study into nursery and early child learning centers. Specific areas of focus should include: - Curriculum and teaching methods for children aged 2 to 4 years. - Parent involvement and communication strategies used in these settings. The purpose of this research is to identify current best practices in these areas. Given ...involvement and communication strategies used in these settings. The purpose of this research is to identify current best practices in these areas. Given this, the ideal candidate will have experience in education research, specifically within early childhood settings. Knowledge in curriculum design, early childhood development, and parent-teacher engagement strategies are a crucial requirements for the ...

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    I'm seeking a skilled data entry specialist to assist with removing duplicates from spreadsheets comprising various datasets. The primary goal of this task is to ensure that our data is clean and free of any redundant information. The spreadsheets will be provided for you to analyze and clean accordingly. Ideal candidate must have: - Proven experience in data entry, particularly data cleaning and deduplication. - Proficiency in working with spreadsheets. - Attention to detail and high level of accuracy. - Ability to understand and follow provided data cleaning guidelines. If you fit the criteria and are ready to undertake this task, I look forward to seeing your proposal.

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    I'm currently facing a sm...Knowledge and understanding of Kobo E-readers and Sony E-readers - Familiarity with E-book file formats - Able to deliver a precisely organized outcome Handling this quantity of files is no minor task, so I will place high value on the following skills: - Excellent organizational skills to ensure the easy location of each ebook post-transfer. - An understanding of ebook cataloging - managing metadata may become essential - Problem-solving skills, should any issues arise during the transfer process If you can ensure a smooth, error-free transition across devices, I want you on board. This task needs in-depth knowledge, meticulous attention, and care. Don't hesitate to get in touch if you have any queries. Looking forward to ...

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    Website Copy Paste Specialist 6 days left
    VERIFIED

    I am looking for a freelancer who can help me with simple copy-paste tasks for my website. Key Responsibilities: - Copying text content from various sources and pasting them onto the website - Ensuring correct placement of the text within the website's structure Ideal Skills and Expe...Proficiency in basic web browsing and text editing - Attention to detail for precise copying and pasting - Prior experience with content management systems (CMS) is a plus, but not required This is a straightforward job that doesn't require any formatting skills, just the ability to accurately copy and paste. The selected freelancer can expect ongoing work based on performance. Here is walkthrough of task. We expect 2-3 Lessons per hour on average for fulltime work.

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    I'm seeking an AI developer to create an AI Resume Creator. The primary focus of ...Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Understanding of how to analyze user's skills for personalized output Key Deliverables: - Implementation of an automatic template selection feature - Ensuring that the AI adequately analyzes user's skills for template selection - Testing and refining the algorithm to optimize the user experience and resume quality Your role will be instrumental in shaping the direction of this AI project. The ability to execute the vision of an AI resume creator with a strong focus on the automatic template selection will be crucial. Please quote AI1 when you apply and ...

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    I currently need an experienced online industrial designer who can help me perfect a textile net for my product designed for basketball practice. The main task will be to take the prototype of my existing product and make improvements so that the textile net pushes the balls towards the center of the court. What I want is not a video or a photo, I want computer checks and force studies to verify and test the reliability and probability of what happens when a ball passes through the inside of the funnel with the subsequent purpose of sending it to be manufactured. It will be necessary to provide measurements, material and verifications.

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    Your task is to make a video lasting 15-45 seconds. We will provide you with the script. It doesn't matter if you have any experience in filming before. The main thing is the ability to convey the text in an interesting and convincing way, as well as show emotions such as laughter, joy, fun and a little acting. If the script requires props, they should also be shown properly. Please note that this offer is only for slovak speakers.

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    As someone looking to significantly drive sales via Facebook, I need a social media marketer with a knack for creating captivating product/service promotional videos. Your task will be to: - Develop a Facebook marketing campaign centered around enticing promotional videos - Ensure the adverts are sales-driven so as to directly impact on the product/service sales Ideal Skills: - Proficient in video creation and editing - Extensive experience in sales-driven social media marketing, particularly Facebook - Creativity and great storytelling to make products/services appealing and engaging.

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    Stock market App 6 days left

    hello , i currently have my app in playstore up and running. but, i have created this app in drag and drop builde...playstore up and running. but, i have created this app in drag and drop builder ( Kodular ). which have so much limitations as well, i am unable to push notifications for the new content. I am looking for someone who can convert or build same app with same interface and structure . What you have to do ? - Convert whole app from kodular to android studio. ( don't want any trace of the app ) - optimize app and UI for higher fill rate of ads. ( i am using FB ads to earn revenue ) - I will share API key once project done. - Allow me to easily update news or content from my PC ( Easy Backend ). - Add one more page to upload my youtube videos into app or into content...

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    I need a comprehensive web scraping task done on Yellowpages for business broker. The goal is to extract the following data about businesses: - Business name - Address - Phone number - Email - Website - Contact Person I'm looking for a professional who is well-versed in web scraping and can deliver accurate and complete data. Skills required: - Proficiency in web scraping techniques - Experience with scraping - Attention to detail to ensure all relevant data is captured - Ability to deliver in a timely manner Please note that the number of pages to be scraped is not defined, meaning the task might involve a large number of results. The scraper should be able to handle this efficiently.

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    I'm currently running Google ads for my business and I want an expert to optimize it. I'm looking for someone who can help me to maximize the effectiveness of my Google Ads campaign.

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    Looking for an experienced Flutter developer to build an Android app for life planning/design. The app should aid users with goal setting, tracking, task management, and capturing personal mission statements, while providing reminders and onboarding journeys. Prospective freelancers should demonstrate: - Proficiency in e.g. Flutter development. Technology can be discussed. - Prior experience with creating mobile apps focused on life design/planning. - Knowledge of task management systems. - Ability to create engaging user onboarding sequences. - Capacity to integrate reminder functionalities. Your work should result in an intuitive, seamless, and user-friendly application that empowers Android users to map out their life goals and track their progress in a systematic way. ...

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    I need an expert that can help change a date on a paper receipt. I have a picture of the receipt and need someone to change the date on it. The deadline is tight, so I need this done ASAP. Ideal candidate should: - Have experience working with physical documents - Demonstrate strong attention to detail - Be able to complete the task quickly and efficiently.

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    I have less than 100 scanned pages of text data that need to be entered into a digital format. The scanned documents are clear and the text is legible. I am looking for a detail-oriented professional to help me with this task. Ideal skills and experience for this job include: - Proficiency in data entry - Attention to detail - Familiarity with working with scanned documents - Ability to accurately transcribe text - Time management skills to complete the task in a timely manner If you have experience in similar projects and feel confident in your abilities to complete this job efficiently, I would love to hear from you.

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    I need a bash script that can import and export data from my database to CSV files. Ideal candidate should be able to: - Create a bash script that can effectively import and export data - Have experience working with database management systems such as MySQL, PostgreSQL, or MongoDB - Ensure that the script securely creates user accounts and manages their access to the database. The script will be used for daily database management tasks, so it needs to be reliable, secure, and efficient.

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    I'm seeking a freelancer to develop a cutting-edge system that will automate payments through the PayPal system. Key Requirements: - The system should completely automate the payment process without any manual intervention. - The integration with the PayPal API is a key requirement, so experience working with this API is crucial. Your main task will be to set up the system to facilitate automated payments by integrating it with the PayPal API. Ideal Skills: - Proficiency in PayPal API. - Prior experience in payment automation development. Experience in creating secure and reliable automated payment systems is a major plus. If you have a track record of developing similar systems in the past, that would be very beneficial.

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    I need someone with expertise in creating basic floor plans. The sole purpose of this project is to document our existing office building layout for the local county. This is needed as part of the process to change our Certificate of Occupancy. The floor plan does not require detail beyond the basic layout—no fu...floor plans. The sole purpose of this project is to document our existing office building layout for the local county. This is needed as part of the process to change our Certificate of Occupancy. The floor plan does not require detail beyond the basic layout—no furniture or fixtures are needed. Skilled draftsmen or architects familiar with local building regulations would be ideally suited for this task. Please note this digital floor plan is intended solely f...

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    I am in need of a skilled Java developer to create a comprehensive CRUDS (Create, Read, Update, Delete, Search) functionality for a ticket tracker application. The application should be backed by a MySQL database.

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    I'm in need of a skilled programmer who is proficient in PHP and WordPress. The specific task I have on hand is integrating an API into my WordPress website. I'm looking for an individual with the right mix of expertise and experience to help me achieve this. Please make sure you have the following skills before applying: - Proficiency in PHP - Previous experience with WordPress - Experience in API integration If you think you have what it takes, please apply and provide details of your relevant experience.

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    I have a SQL Server that needs to be accessible over the internet. However, I'm facing connectivity issues, possibly due to closed or blocked ports on my ComCast router model CBR2-T. I need a freelancer to open the necessary ports on the router. The task involves: - Checking the current port status on the router - Identifying the SQL Server port - Opening the port on the router Please bid if you're experienced with network configuration and have dealt with ComCast routers before. Necessary Skills: - Network Configuration - Router Administration - ComCast Router Experience - SQL Server Configuration

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    I'm looking for a machine learning expert who can assist with 3D skeleton extraction and rigging, based on initial performance. Key Requirements: - Experience with 3D skeleton extraction and rigging - Strong background in machine learning Your main task will be to develop and refine machine learning models that can accurately extract and rig 3D skeletons, ensuring that the models are optimized for performance. Your input on how to enhance the performance of existing models will be highly valuable. Please apply if you have a proven track record in machine learning with experience in 3D skeleton extraction and rigging.

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    I require a competent professional for the design of an x-ray lead layout. The shielding design will cater to enhancing radiation protection in a chiropractic facility specifically focusing on an x-ray machine. - The shielding design is expected to be proficient for radiation protection, positioning guidance, and overall shielding design. - Must have...facilities. - Understanding of radiation safety measures, with an emphasis on X-ray equipment. - Proficiency in utilizing industry-grade design software. Qualified bidders, share with me examples of past projects relevant to radiation shielding. This project requires technical precision and broad knowledge about radiation safety measures in medical facilities. Your ability to efficiently tackle this task could lead to future colla...

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    I'm in need of a skilled Python developer to create a custom Telegram bot for me. This bot will primarily focus on automated messaging. Key requirements: - (((meeting will be in person in Kuwait))) - The bot should be programmed in Python /...messages for new users, notifications for updates, and reminders for appointments Please consider the following skills and experiences for this project: - Strong proficiency in Python, with a good understanding of its libraries and frameworks - Experience in developing Telegram bots specifically - A solid grasp of automation and scripting - Prior work with automated messaging systems - Ability to optimize the bot for speed and scalability If you're up to the challenge and have a proven track record in this area, please don'...

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    I require someone experienced in Linux server management to help optimize the performance of my server. Linux Server Performance Optimization Plesk Obsidian, SQL, PHP Key Responsibilities: - Review the current server setup and performance - Identify areas for improvement - Implement solutions to optimize server performance - Fix the 2 errors. This is not a one-time setup; I may require ongoing management based on the initial optimization results. Your expertise in Linux server management is crucial to this project.

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    I need dedic...enhancing the user experience and ensuring the site remains appealing to our target market. - Digital Marketing & Advertising: I am targeting teenagers for our advertising efforts. Therefore, you need to have a solid understanding of how to engage and attract this demographic. - SEO & Content Marketing: To boost our store's online visibility, you should be an expert in SEO and content marketing. Your task will be to generate traffic and increase our search engine ranking. - Customer Support & Engagement: You should have stellar customer service skills to interact with our customers effectively. Overall, I am looking for individuals who has significant experience in e-commerce, specifically Shopify. Note that your role will be integral to the growth ...

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    Missing Link 14 hours left
    VERIFIED

    See attached detailed description of project. Ideal Skills: - Proficient in pHp 8 - Extensive experience in database integration, particularly with MySQL® - Strong problem-solving skills - Attention to detail and thorough testing - Previous experience with file processing in pHp I'm looking for a professional who can work efficiently and deliver high-quality results. If you believe you possess the necessary skills and experience for this project, I look forward to reviewing your bid.

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    I'm seeking a skilled web developer to update my current PHP website admin interface to utilize the Bootstrap 4 admin theme. The primary purpose of this admin...of the existing admin interface to Bootstrap 4 admin theme - Focus on enhancing the forms and input fields - Implementation of data validation within the forms The ideal candidate for this project should have: - Proficient in PHP and Bootstrap - Prior experience in revamping website admin interfaces - Strong understanding of data validation techniques - A good eye for user-friendly design Your task will be to seamlessly integrate the Bootstrap 4 admin theme and ensure that the forms are updated to include relevant data validation functionalities. Please provide examples of your previous work and detail your approach t...

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