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    2,000 online and offline data processing jobs found, pricing in USD

    I'm seeking a skilled data scientist for my ongoing project. I need assistance in creating a personal LLM model using my own unprocessed textual data, which is in English. Key tasks include: - Cleaning and preprocessing raw text data. This includes conducting removal of stop words and punctuation, stemming, lemmatization, and tokenization. - Building and training the LLM model on preprocessed data. Ideal candidates will have: - Proficiency in English - Familiarity working with raw textual datasets - Experience in Natural Language Processing (NLP) - Knowledge of advanced data preprocessing techniques - Proficient in Language Modeling This is an excellent opportunity for those interested in enhancing their skil...

    $124 (Avg Bid)
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    ...is up to mark, test the functionality, and make improvements if necessary. The project involves checking the R scripts, verifying all derived variables, performing tests, and optimizing the code. Responsibilities: Review the existing R scripts to ensure they meet the project requirements. Test the scripts to confirm they function correctly and efficiently. Verify the accuracy and completeness of data analysis. Suggest and implement improvements for better performance or clarity. Document any changes made and provide feedback on the script. Required Skills: R Programming: Strong skills in R are essential for understanding and optimizing the existing scripts. Data Analysis: Proficient in analyzing large datasets and im...

    $25 (Avg Bid)
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    ...language processing expert who can help me enhance its performance. The main aim of this project is to improve the accuracy of responses and enhance the natural language understanding of the model. Ultimately, the success of this project will be evaluated based on the accuracy of responses generated compared to a test set. Key Responsibilities: - Address specific improvements to the model: We'll be looking to refine the model's responses and further develop its natural language processing capabilities. - Enhance accuracy: Focusing on improving the accuracy of the generated responses will be crucial for the success of the project. Ideal Candidate: - Should have advanced experience in natural language processing and model finetuning. ...

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    ...also address the challenges our users are facing. These might include difficulties they encounter when trying to book our services online, despite us rolling out numerous marketing initiatives. Key tasks included in this project are: - Evaluating and troubleshooting our existing online booking system currently hosted through a third-party provider. - Fully understanding our system to identify and repair any loopholes. - Revamping the UI/UX to be more streamlined and user-friendly. Ideal candidates should have a strong background in: - Understanding different stages of online customer journeys, specifically the sign-up, service selection, booking, checkout, and payment processes where our users are currently facing challenges. - Havi...

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    ...code and add more functionality to it. This project requires excellent understanding of Python, along with a knack for writing efficient and readable code. There are 5 scripts that need either improvement or enhancements There are two main aspects of the task: 1. Improving existing functionality: The existing code needs refinement to increase its performance efficiency and readability. This is where proven past experience in Python coding will come in handy. 2. Adding new functionality: Successful improvement and enhancement of the code would require addition of an input validation and ensuring that the program workflow works as intended. This again underscores the importance of being well versed in Python, including strong understandings of dat...

    $250 - $750
    Sealed
    $250 - $750
    98 bids

    Seeking an online Lumion expert tutor to refine my existing skills. My aim is to deeply enhance my understanding and application of Lumion within my projects. The successful freelancers should: - Be proficient in Lumion, with credentials to prove their expertise. - Have excellent online tutoring capabilities. - Be experienced in advanced Lumion techniques and ready to raise my level of proficiency. This role is focused on skill enhancement, thus, the tutor should tailor the words, homework, and feedback to advance my Lumion skills.

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    Part-time recruitment for fashion store tracking in NY/LA/BOSTON/ORLANDO. Take photos of local chain offline fashion stores, mainly focusing on shelves and product images. Photos are only for project analysis and will not be used for any commercial purposes. Payment will be settled directly upon completion of the photos.

    $19 - $20 / hr
    Local
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    0 bids

    ...navigation: The current navigation system needs to be more intuitive and user-friendly. - Enhanced visuals and graphics: We need to leverage more appealing visuals and graphics that ensure strike the right chord with our visitors. Including logo's and attractive colour scheme. - Improved User Flow: We need to establish a clearly defined pathway from the point of entry to the point of conversion. The primary goal of these improvements is to increase online sales. I'm looking for an expert who understands the crucial role that user engagement and experience play in achieving increased sales. Key Required User Interactions: - User registration and login - User Dashboard - Tutor interface, question and answer screen. -...

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    Part-time recruitment for fashion store tracking in NY/LA/BOSTON/ORLANDO. Take photos of local chain offline fashion stores, mainly focusing on shelves and product images. Photos are only for project analysis and will not be used for any commercial purposes. Payment will be settled directly upon completion of the photos.

    $20 / hr (Avg Bid)
    Local
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    I'm seeking a robust, web-based billing system with built-in capabilities to manage a cell phone business. I don't want to make from scratch. If you have system ready then give me demo or screenshot and then I decide to purchase your system. Ideally, the system will fulfill the following requirements: - IMEI/Serial Number Tracking: I need the ability to keep track of devices according to their unique identifiers. - Label Generator: The system should facilitate creation of labels showing a mobile's condition and price. - Inventory Management: To prevent discrepancies in stock counts, the software should also track inventory using the IMEI numbers. In addition, the system should incorporate key functionalities from WooCommerce, my e-commerce platform: - Prod...

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    ...comprehensive toolkit for reclaiming balance and wellness in their lives. As our Course Creator, you'll be tasked with bringing this vision to life across various Learning Management Systems (LMS) platforms, including Podia, Kajabi, Thinkific, UpSkill, and more. Your expertise will shine as you meticulously design each aspect of the course, from rewriting copy to timing content delivery and conducting a final test to ensure efficacy. Here's what we're looking for: ? **Extensive Experience**: You're not just familiar with LMS platforms—you're a guru. Your lengthy track record includes creating and designing courses that resonate with diverse audiences, driving engagement and delivering tangible results. ⏰ **Timing Mast...

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    ...merchant services industry. We provide credit card processing and payment gateways. At present, our merchant onboarding and account setup is managed through an automated online system. I’m looking for an experienced outreach specialist who can help me expand our clientele and increase our merchant base. The ideal freelancer for this project should have: - Proven experience in merchant services, especially in outreach - Strong understanding of credit card processing and payment gateways - Ability to engage with potential clients effectively - Familiarity with online marketing strategies Your main responsibility will be to identify and engage with potential clients. This will involve explaining our services, understa...

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    I need a skilled developer to create a web-based Clover application focused primarily on payment processing. Key aspects: - The core functionality will revolve around payment processing. - It will accept and integrate payment through Alipay+ and WeChat Pay. Ideal qualifications: - Experience developing web-based applications. - A deep understanding of payment processing applications. - Prior experience integrating both Alipay+ and WeChat Pay would be a significant asset. - Knowledge of Clover platform is required. - Attention to detail and ability to meet deadlines are vested interests.

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    I'm looking for a proficient developer to create an event page for my organization's website. We have pre-installed an event plugin and need expert help to post the first event and test the functionality of the page. The page should be coupled with an online ticket purchase option. Key Responsibilities: - Load our first event on the page - Incorporate ticketing functionality - Ensure everything runs smoothly Page Requirements: - Detailed event info - Location details and maps Ideal Freelancers Should: - Have significant experience in website development - Provide detailed project proposals outlining their plan, milestones and timeframe Let's make our first event a success together!

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    I want to add Machi...add Machine Learning features , algorithm to my online electricity bill management system, which currently handles billing and payment processing, energy usage tracking, and customer database management. The programming language used in the project is PHP. The enhancement includes: 1. Predictive analysis for energy consumption 2. Customer segmentation 3. Load management optimization The predictive analysis for energy consumption specifically involves energy consumption forecasts. Ideal Skills and Experience: - Proven experience with PHP - Strong understanding of Machine Learning concepts - Experience with user registration systems, billing systems, and payment processing - Adept at enhancing existing codebases - Abil...

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    ...on Ubuntu. It should feel as if I'm actively typing and sending messages from my laptop, using my normal keyboard and mouse movements. The script must meet the following specifications: - it must be able to easily be run in a cloud environment - Dynamically generate text based on the context of the conversation - Respond with simple predefined replies to incoming messages This project does not involve using Telegram's user API or a bot token. It's about creating a lifelike interaction on the Telegram desktop platform. Half payment will be done at begining of work and balance will only be paid 24 hours after the final product has been delivered. Full source code of the script must be provided without any limitations. Ideal skills and expe...

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    I'm looking for a skilled web developer to create a we...directly on the site. - The site also needs to incorporate information about local attractions to help potential renters make informed decisions. Ideal Skills: - Experienced in web development, particularly in creating user-friendly, inviting websites. - Knowledge of e-commerce and booking systems to facilitate the booking process. - Familiarity with integrating and displaying map data to highlight local attractions. The project does not require a payment system for online transactions, as all payments will be processed offline. However, you should be able to create a secure platform for users to reserve properties without making a payment. A key objective is to ensure a smooth, seamless book...

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    I'm seeking a professional to create a background remover addon for my existing Woomart WordPress plugin. It will mainly be used to remove the background from uploaded product images. Below are the specific details: Feat...exemple tshirt, users uploaded own images, need 1 button at there for remove background the uploaded images, you can use api or another api. must be child addon for don't effect plugins updates. Desired Skills: - Extensive experience in WordPress plugin development - Understanding of image processing - Ability to ensure basic accuracy and precision Please take note of the importance of basic accuracy and precision in background removal. Only place your bids if you fully understand and can deliver on these expectations. I ad...

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    I'm seeking a talented data expert to create a high-quality dataset in nuScenes format. It'll involve both synthetic and real world data, primarily focused on object detection for vehicles. PCD files and tutorial on how it was done will be included. Ideal Skills and Experience: - Strong proficiency in handling and processing both synthetic and real data - Background in creating datasets for object detection, particularly for autonomous driving or similar applications - Familiarity with nuScenes or similar dataset formats - Attention to detail and ability to curate and label data with precision - Experience in handling vehicle data specifically would be a plus.

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    ...functional app for both iOS and Android platforms. The main function of the app will be to scan URLs and extract information from them. This feature setup should be executed such that the app's users can use this function to gather information about potential scams, issues, or malfunctions connected to a particular URL. Ideal Skills and Experience: - Proficiency in Flutter development across multiple platforms. - Experience in creating URL scanning functionality. - Understanding of how to effectively extract and categorize scam, issue, or malfunction-related information from URLs. - Previous work with creating offline storage for the extracted information. Your bid should outline your experience with Flutter, particularly as it relates to URL...

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    As a client ma...be capable of processing and sending the heavy load with minimal errors. - Dedicated Support: I am anticipating potential challenges due to the volume of emails, so a provider with a dedicated support team to help troubleshoot issues is a must. - Comprehensive Usage Details: A provider that not only confirms delivery, but also provides open-rate tracking and click-through metrics would be highly valuable for the realization of this project, permitting me to better monitor and refine our email strategy. The ideal candidate for this project should have a thorough understanding of SMTP servers, preferably with experience handling high-volume email delivery. He or she should also be knowledgeable about email analytic metrics to help me better und...

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    ...like to eliminate certain types of background noise. The purpose of this is to remove distracting sounds, more specifically - people talking in the background, kids screaming etc. Key requirements: - Identify and eliminate background noise: Specifically, I need the talking of individuals in the background removed. We want to focus on the primary sound source. - Preserve the main audio: The dialogue and main sounds of the video must remain clear and unaltered. I intend to use this video for personal purposes, not for sharing. If you have experience in audio editing and video processing, particularly with a skill for noise reduction, please share your portfolio. Experience with tools like Adobe Audition or Audacity would be a plus. Looking for an ...

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    I'm seeking professional assistance with an online marketing campaign, directed to music lovers. Key responsibilities will evidently be centered on strategizing and executing successful marketing efforts through social media and email. Ideal collaborators on this endeavor should possess: - High proficiency in social media platforms and email marketing tactics - A strong understanding of music audiences and their online behavior - A creative mind for designing captivating promotional content - Demonstrable experience in pushing online marketing content effectively. Your adeptness at creating and implementing marketing strategies that effectively engage and resonate with modern music communities will be key to the success...

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    ...should be able to accurately process and analyze data from OMR sheets. These sheets will be provided in printed format. The freelancer will need to develop a robust system that can effectively read, interpret, and grade the responses on these sheets. - Accuracy: The primary goal of the project is to accurately grade the tests. Therefore, the system needs to be highly precise and reliable in identifying and interpreting the marks made on the OMR sheets. - Efficiency: The system should significantly reduce the time and effort required for manual grading. The automation should be able to handle a large volume of tests in a short period of time without compromising on accuracy. - Output: The final output should be in a format that is easy to inte...

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    I'm looking for a professional developer to implement an OCR (Optical Character Recognition) script that can accurately extract text fr...for a professional developer to implement an OCR (Optical Character Recognition) script that can accurately extract text from digital photos. These photos have complex layouts with multiple columns of text. This task will require: - A thorough understanding of OCR technology - Proven experience with image recognition and processing - An ability to handle complex layouts and formatting Accuracy is key in this project, as the ultimate goal is to eliminate manual data entry and ensure the text is easily readable post-extraction. With your bid, please share relevant samples of your past OCR projects specifically hand...

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    ...experience in promoting online courses to assist me in promoting a beginner-level course on design thinking hosted on Udemy, with the aim of driving sales. Given the competitive landscape of this online course market, I anticipate a challenging endeavor. However, I am confident in the high quality of the course content, and I believe that with the right promotional strategy, we can effectively channel traffic towards it. Key Responsibilities: • Develop and execute comprehensive promotional strategies to drive sales for a beginner-level course on design thinking hosted on Udemy. • Conduct market research to identify target audience segments and tailor promotional activities accordingly. • Utilize various digital marketing channels such ...

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    I'm looking for an experienced developer to seamlessly integrate Cas...project involves the following: - **Payment Gateway Integration**: The main goal is to enable effortless and secure transactions through the Cashfree payment gateway for subscription renewals. - **User Data Processing**: The gateway should process the necessary user data (primarily payment information) for a smooth transaction experience. - **PHP Expertise**: A strong understanding and practical experience with PHP is essential for the successful implementation of the gateway. The ideal freelancer should have a proven track record of integrating payment gateways into websites and possess the necessary technical expertise in PHP. A comprehensive understanding of security p...

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    I am in need of an adept Python programmer with proficiency in running code for road extraction datasets utilizing Yolo and UNET. Key Features: - Expertise in Python is non-negotiable as the project demands code implementation in the said language. - Prior experience with Yolo and UNET is highly desired, having a strong background in image processing and handling road extraction datasets. HAVING THE CODE AND DATASETS NEED TO BE RUNNED

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    I am in need of an adept Python programmer with proficiency in running code for road extraction datasets utilizing Yolo and UNET. Key Features: - Expertise in Python is non-negotiable as the project demands code implementation in the said language. - Prior experience with Yolo and UNET is highly desired, having a strong background in image processing and handling road extraction datasets. HAVING THE CODE AND DATASETS NEED TO BE RUNNED

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    My tech project involves two ma...involves two main components: 1. Building a desktop app 2. Enhancing and updating our existing Django web app. The ideal freelancer for this job would have robust experience in Python, Django and desktop app development. Desktop App Development: This involves creating an app with key features like user authentication, data synchronization, reporting and analytics. The app should also have offline capabilities and be capable of integrating with third-party APIs. Django Web App Improvements: The existing web app needs two key enhancements - addition of new functionalities and performance optimization. An eye for detail would be beneficial in discerning where these improvements can be best made. Get in tou...

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    I am seeking a web developer wi...customers. - Integrate seamless credit card processing for easy transactions. Your responsibilities will include designing, coding, and modifying the website from layout to function, according to my specifications. Ideal skills and experience include: - Expertise in JavaScript, HTML, CSS, PHP, or other relevant web design coding languages - Experience with credit card payment gateways - Experience in user interface design, UX design, and responsive web design - Knowledge of security principles, especially in regard to e-commerce website. - Proven experience in e-commerce websites with shopping cart systems Your ultimate goal is to create an appealing and user-friendly website that serves as an online store with...

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    I'm looking to have a monthly recurring payment model designed for my app. Key features should include: - Integration of LemonSqueezy into the app. A thorough understanding of this payment gateway will be crucial for this project, making famil...designed for my app. Key features should include: - Integration of LemonSqueezy into the app. A thorough understanding of this payment gateway will be crucial for this project, making familiarity with this software a top priority. - Facilitate user registration and login, as well as provide an avenue for subscription management. Ideal skills and experience lie in proficiency in , a comprehensive understanding of subscription models, as well as knowledge on utilizing LemonSqueezy for payment processing and u...

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    ...a user-friendly dashboard and a payment gateway. The tasks needed are as follows: - Implementing a Dashboard: - The dashboard should include a client order system with features like status tracking and feedback submission. - Other basic functionalities in the dashboard include order status, feedback, and a few more elements to be discussed. - Payment Gateway Integration: - The website should be equipped with a secure payment gateway for processing user payments. - Frontend to Backend Integration using JS: - You'll be required to ensure a seamless integration between the frontend and backend of the platform using JavaScript. Ideal skills and experience for this project include: - Proficiency in web development, specifically in...

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    ...experienced data scientist or AI specialist to assist with evaluating a Korean dataset using OpenAI API calls. my goal is to set up a good testing template I can repeat Key Aspects: - Inference Speed: Achieving a balance of optimal inference speed is vital for this project. The desired inference speed for the evaluation stands at a moderate level when considering 2000 users. - Total Processing Accuracy: I'm looking to ensure the total processing accuracy of this evaluation is high. - TPA (Total Processing Accuracy): Aspects of TPA are crucial for this project; we aim for a balanced importance between total processing accuracy and inference speed. (<1 /s is imperative) - Implement this on a shared googleColab or Jupyternotebook for on-de...

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    ...functional app for both iOS and Android platforms. The main function of the app will be to scan URLs and extract information from them. This feature setup should be executed such that the app's users can use this function to gather information about potential scams, issues, or malfunctions connected to a particular URL. Ideal Skills and Experience: - Proficiency in Flutter development across multiple platforms. - Experience in creating URL scanning functionality. - Understanding of how to effectively extract and categorize scam, issue, or malfunction-related information from URLs. - Previous work with creating offline storage for the extracted information. Your bid should outline your experience with Flutter, particularly as it relates to URL...

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    ...language processing to interpret user queries. - Conversion of interpreted queries into SQL statements. - Execution of SQL queries against the existing database. - Display of query results in a format that is easy to understand. - **Technology Stack:** - Backend: .NET Core (existing) - AI/NLP Model: Choice of suitable LLM (e.g., OpenAI's GPT model) - Database: Existing system database - Mobile: Flutter (existing) - Additional Tools: AI model training and integration tools (Python, PyTorch/TensorFlow) - **Deliverables:** - AI model capable of parsing and converting natural language to SQL. - Integration code for connecting AI model with the existing backend. - Updated mobile app (if necessary) to facilitate the new feature. - Documentatio...

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    I'm looking for a skilled software developer who's proficient...for a skilled software developer who's proficient in Python, Java, and C++ to create a software program from scratch. Key Requirements: - Proficiency in Python, Java, and C++ - Experience in developing software applications - Ability to work on a project from inception to completion The main purpose of the program is to catch, store, and analyze data. The software will be used on a computer and should be designed for ease of use while maintaining robust data processing capabilities. You will be starting from scratch, meaning you won't be working with any existing code. This project provides a great opportunity for a developer who enjoys creating software ...

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    ...Engagement and Relationship Management: - Implement personalized outreach strategies using natural language processing and AI-powered chatbots to engage potential partners. - Craft tailored messages emphasizing the unique value our product can bring to each potential partner's portfolio, employing AI for scalability. 3. Key Individual Identification: - Identify key individuals within potential marketing partners who possess significant decision-making authority and motivation, and foster relationships to promote our product to their customers. 4. Meeting Set Targets: - Arrange a minimum of 4 meetings with business resellers, 4 with OEM potential partners, 4 with potential customers, and 8 with potential business partners each ...

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    Hi I will deliver you the complete simulator along with the working mechanism of the simulator. Regards

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    I'm seeking a ChatGPT expert to help me fully understand and utilize ChatGPT 4 in Engineering Key Responsibilities: - Full exploration and understanding of ChatGPT 4's architecture - Training the model on specific data and optimizing it for performance - Implementing custom prompts and maximizing the model's conversational capabilities Ideal Candidate: - Proficient in using ChatGPT 4 - Prior experience in fine-tuning pre-trained models - Excellent understanding of machine learning and natural language processing - Capable of explaining complex topics in a simple manner Time is of the essence for me, so I'm looking to get this project completed as soon as possible.

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    I am looking for someone who will create an online casino for me, advise me what is good and what games, my budget is 1500-2000 dollars

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    ...create an e-commerce website for my business. The website should be designed to handle between 100 and 500 products. Key Features: - Shopping Cart: A seamless shopping experience for customers to add and manage products in their cart. - User Reviews: An interactive review system that allows customers to share their feedback and experiences with products. - Payment Gateway Integration: Secure online payment processing integration to ensure smooth and safe transactions. Ideal Skills: - Proficiency in e-commerce website design, particularly for a medium-sized product range. - Strong understanding of user experience and interface design for e-commerce websites. - Prior experience with integrating and securing payment gateways. - Abil...

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    ...this app will be to deliver online courses. Key Features: - Payment processing: Incorporating a secure and efficient payment processor is crucial. The app will be monetizing the online courses, thus an easy-to-use payment interface for users is required. Ideal Experience and Skills: - Android Application development: Proven experience in developing Android apps is necessary. - Integration of Payment processing system: Experts with prior experience in incorporating payment functionalities are preferred. - EdTech domain knowledge: Understanding the nuances of online course delivery would be advantageous. This task calls for a creative thinker who can deliver a user-friendly app for the EdTech space. You'll be expected to ensure a...

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    Project Description: We are looking for a skilled Microsoft Power Apps developer to collaborate with us on developing an innovative content generation application. The app will harness the powerful capabilities of the ChatGPT API, providing users with an intuitive and user-friendly interface to easily input information, create custom prompts, and generate highly relevant content based on their inputs and specified context. Our goal is to have a simple demo application ready within 1 day, showcasing the core functionalities and user interface, laying the foundation for further development. We aim to establish a long-term partnership with the developer to work on 3 similar projects we currently have in progress. Core Functionality Requirements: User In...

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    ...framework based application. The existing state of the application is not optimal with slow response times, long API process times, lower than desired overall performance, and a need for faster processing of new requests and server enhancement. I need an expert who can deep dive into the issues and provide solutions specifically in relation to: - MySQL normalization to enhance speed and efficiency - Optimization of all database queries - Enhancement of API endpoints to reduce process time - Streamlining the rendering of pages to increase speed - Prioritizing performance improvement for search functionality, data processing, and user authentication Key skills I need include: - Proficiency in MySQL - Strong experience wit...

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    I require a dedicated ecommerce website for selling a vivid range of sarees. Here's what I have in mind: - The platform needs to be easy-to-navigate and feature a sleek design to display less than 10 carefully chosen saree categories. Key Features Required: - Integrated Shopping Cart for seamless user purchase experience - User Reviews for each saree and its variants - Product Filters to help users quickly find their preferred type of sarees Ideal candidate should have previous experience developing ecommerce sites, preferably in the apparel, specifically saree sector. Knowledge of SEO best practices is a plus while a keen eye for design aesthetics will also be appreciated. Your portfolio will play a crucial role in the selection process.

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    ...seeking a skilled developer to create an intuitive, comprehensive online exam system similar to that of IELTS. Key Features and Interface Requirements: - User registration and login: Prospective test-takers should be able to register themselves and log in independently. - Payment platform integration: Users should be able to pay directly on the website before taking the examination. -Ability to import questions and exam material from excel or csv - Exam result delivery: Post-exam, users must receive their scores directly presented as a percentage score on their screens and via email. Successful applications to work on this project should include past work that directly speaks to these requirements. Experience in developing online e...

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    ...applications. The envisioned platform aims to revolutionize online learning by offering a comprehensive suite of features tailored to enhance the educational experience for users. In addition to the core requirements outlined, I envision several additional functionalities to ensure the application's success. Core Features: Course Marketplace: The platform should serve as a marketplace where users can seamlessly browse, purchase, and access a wide array of courses covering diverse subjects and skill levels. Live Class Integration: The application must facilitate real-time interactive learning experiences through live classes. This includes robust video streaming capabilities utilizing the Google Meet API, with provisions for recording and archiving ses...

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    ...engineer who can help finalise processing plant set up. This plant will be processing gold ore, and the ideal candidate should have significant experience with gravity separation methods. The plant is currently a diesel powered impacter hammer crusher gravity feeding 2 Knudsen concentrators. Looking to implement dewater with cyclone set up, and close the circuit with conveyor back to crusher. Tailings will be screened down. Needed skills and expertise: - Expertise in designing and implementing gold processing plants. - Knowledge of gravity separation methods You should have a successful track record of designing similar plants, especially for high-grade ores. A solid understanding of safety and environmental considerations ...

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    I'm seeking a data aggregator for a unique AI training project. Key Tasks: - Gathering text content from official website/source of the particular product/entity. - Focusing specifically on product descriptions, specifications, price and other attributes. Ideal Skills: - Basic searching skills - Able to follow given format of data collection - MS Excel or Google Sheets This project requires precision, and the information gathered will contribute to an AI's learning process. Accuracy in aggregation is, therefore, key.

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