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    I'm looking to create a bot for the corrlinks platform. This bot will need to deliver certain functionalities, so it will require a developer with experience in bot development and API interaction. Key Requirements: - Target Platform: The bot is intended for corrlinks. - Functionalities: The bot should provide user authentication and information retrieval. - API Interaction: The bot will need to interact with external APIs or databases for information retrieval. Ideal Skills: - Proficient in bot development - Experience with API integration - Familiarity with the corrlinks platform I'm open to suggestions and guidance on the best way to implement this bot, so a proactive and communicative freelancer is highly preferred.

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    get cookie with api sdk login facebook get cookie with api sdk login facebook get cookie with api sdk login facebook

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    I'm in need of a highly skilled developer with experience in APIs, with a specific focus on integrating travel booking services. The project entails integrating a Travelpayout API that will enhance and streamline the booking process for flights, hotels, and car rentals. Key functional aspects to be implemented include: * Flight search and booking * Hotel search and booking * Car rental search and booking Furthermore, the flight search functionality should be refined with these specific filters: * Price range * Airline preferences * Number of stops This project requires experience with Travelpayout API as well as an understanding of how travel booking services operate. I'm looking for someone who can complete this task efficiently and to an exceptional standard.

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    REQUIREMENTS + FLUTTER + DART + FIGMA + DATA LOCATION COLLECTE + API

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    As someone already utilizing Google Analytics on a custom-built website, I realize I need to capitalize on the potential of tracking certain data points further. To do this, I need a professional: - With deep knowledge of Google Analytics and a strong background in custom-built websites - Who can effectively set up tracking for user behavior, traffic sources and page views. Please note that the ability to work with custom-built platforms is highly desirable. The ideal person should guide me in understanding and making the most of these specific data points and possibly uncover new opportunities for user engagement and traffic growth.

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    Hi Dharmender C., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    ...infinite scroll (use this api to get the city data: ). The table should have columns city name, country, timezone etc. Implement search as you type for this table. Utilize an autocomplete feature to suggest possible locations as users type. Implement filter and sorting for each column Clicking on the city name, should take to to the weather page for this city Right clicking on the city name and opening in the new tab should also open the weather page for the city but in the new tab. Weather page: You can reach this page by clicking on the city name in the table section as mentioned in the previous section. Use free api to display weather

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    I'm seeking assistance in setting up an automatic discounts on Google Merchant Centre. The ideal candidate will have experience with Google Merchant Centre, shopify, and automated discount features. Key Requirements: - Setup automated discounts within Google Merchant Centre - Test the products to confirm the variant price. Ideal Skills and Experience: - Proficiency with Google Merchant Centre - Experience in implementing automated discount features - Knowledge of shopify platforms and best practices for discounts - Ability to work quickly and efficiently to complete the project ASAP Your understanding of automated discount features is crucial to the success of this project. Your ability to work efficiently and meet tight deadlines will be highly valued.

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    I'm in need of a Google Advertisements Specialist to enhance my professional service's online presence. I need someone totally proficient in Google Ads because we are starting from scratch. The primary goal is to boost website traffic, so a strategic and savvy approach is essential. - Platforms: The campaign will cover Google Search and Google Display Network. - Advertising Goal: Increase the number of visitors navigating to my website. - Focus: The ads should artfully illuminate the value of my professional services. The ideal freelancer for this project will have significant experience in both Google Search and Google Display Network advertising. Mastery in delivering effective, traffic-boosting strategies is a must. Experience withi...

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    I'm seeking a skilled designer to create a modern logo for my brand. The logo will primar...should be designed with a modern aesthetic, reflecting the contemporary image of my brand. - Online Compatibility: It's important that the logo is suitable for online applications, ensuring it remains clear and identifiable across various digital displays. - Color Scheme: While I've skipped specifying color preferences, I'm open to suggestions that align with a modern look and are suitable for online use. Ideal Skills and Experience: - Proven experience in creating modern and sleek logos. - Thorough understanding of design principles for online applications. - Ability to provide a variety of logo options for consideration. - Strong communication skills to understand and i...

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    We are looking for consultants - Consultant preferred from India. 1) Consultant - SRP Experience in working with development/implementation of SCP and SRF. Experience in handling interfaces of SCP SRF like INAP, SIP, Webservices, Websockets WebRTC (in the context of SCF and SRF) ISUP over SS7 Experience in Dialogic API for SS7 and INAP Experience in using JSS7 API from RestComm or it's variant of Mobius JSS7 or any of the varient IVR implementation with Freeswitch on SS7 Knowledge and work experience on YATE SS7 implementation. Anyone with following expereince and skills also may apply Consultant - CRBT worked in CRBT and similar products Having knowledge in the following protocols a) INAP over SIGTRAN/SIP b) SIP/RTP c) ISUP over E1 3) M3UA over SIGTRAN Knowledge on w...

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    I am in need of a proficient Python developer to work on a project that will involve extracting passport details from images. I am using library in python, but in some case its giving wrong result. - I will provide sample images for testing purposes during our chat - At the end we are using this result in PHP/Laravel so we will need api which can take image and return correct json data. Required Skills: - Proficient in Python - Experience with OpenCV - Proficiency in using Tesseract OCR for data extraction Note: Knowledge in image processing and previous experience in similar projects will be an added advantage. Please, when applying, share if you have done similar work. Looking forward to fruitful collaborations. Thank you.

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    I'm looking for a developer who can create an API using JavaScript, with the primary goal of integrating data with other services. OAuth or API keys are not required for my project. Key Requirements: - Proficient in JavaScript for API development - Experience in developing APIs for data integration with other services - Understanding of API authentication methods (despite not required in this case, it's preferred)

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    I'm in search of an expert app developer who can help me create a productivity app, similar to PhotoMath in functionality and layout. So not a very complicated or big app. The app will work like PhotoMath but with the integration of OCR (google vision or Microsoft vison api) and GPT-3 or GPT-4. You will need to be good at handling data and making the integration between the API seamless. You will decide what APIs to use so you are comfortable with working with it but we require that you have good knowledge and understanding of API integration in apps. How the app will work - User opens app - app instantly opens camera - user taken photo - Photo will be analyzed with Vision OCR - the analysed text will be sent to GPT - GPT Gives the answer to the u...

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    ...about app updates. - **Integration of Google Maps for Offers:** Utilize Google Maps API to display location-based offers, enhancing the user experience. - **Use of Phone Number as Primary Authentication Method:** I'd like to shift from an email-based authentication system to a phone number and OTP system. This is to streamline the user experience and improve the security of the app. Subscription Model: - I'm planning to implement a **Free Trial with Monthly Subscription** model. The app should be able to handle this tiered subscription effectively. Ideal Skills and Experience: - Proven experience in updating and enhancing app source code - Proficient in integrating push notification functionalities - Previous experience in implementing Google...

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    Utilizing my knowledge of Excel and APIs, I need a freelancer to exceed Power Query's data size limitations. This is to compile a list of 266 pairs from Binance, which will ...freelancer to exceed Power Query's data size limitations. This is to compile a list of 266 pairs from Binance, which will be sent to you. The final output must: - Bypass Power Query's current limitation from 1000 to 2584. - Arrange the pairs in order of their price. Your solution will enable real-time updates of this data in Excel. It would be beneficial if you have previous experience managing API calls and dealing with large data sets in Excel. Proficiency in real-time data extraction and handling is also crucial. need it fast around 2 Hours not more then this, i had the excel to work on ju...

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    i have purchased a betting website script from: and need to implement the api from: should be complete in 1 or 2 days. If you did this work earlier

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    In this project, we're aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences contained within a video...models to evaluate the performance using an ROC curve. - The differentiation of the content type should be indicated in the 'label' column. The value can be 'question' for sentences that are actually questions, and 'sentence' for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Proficiency in python and libraries used for Natural Language Processing. - Experience in utilizing machine learning models. - Understanding of RESTful ...

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    I have a very simple three js project in a website that I want to be worked on. I will supply a google sheet with 8 co-ordinates per shape, the co-ordinates are given as (X,Y,Z) The first co ordinate is made up of 3 columns named (1X), (1Y) and (1Z) they have a number in the column for shape 1 you must use those 3 numbers to generate the first co-ordinate. Then repeat for (2X), (2Y) AND (2Z) up to the final cordinate (8X), (8Y) and (8Z). Each shape is given along the same row in the google sheet, and has a hexcode colour. The shape should be filled with the hexcode colour in the hexcode colour column. If new rows are added to the google sheet the three js project should add more shapes to the display.

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    I'm looking for a skilled developer who can help me integrate a reporting pie chart API into my existing React JS project. The pie chart is meant to display our monthly sales data, and it should support hover details for more in-depth information. Key requirements: - Display our sales data in a clear and visually appealing pie chart - Update the pie chart on a monthly basis automatically - Enable hover details on the pie segments, allowing users to easily access specific information Ideal skills and experience: - Proficiency in React JS - Experience with data visualization and charting libraries - Ability to connect with external APIs and automate data updates - Strong understanding of UI/UX principles for interactivity

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    I'm looking for a skilled developer who can help us advance the functionality of our software. Our project demands a professi...automatic cursor placement on the search bar upon page load. This is essential for user convenience. - **User-Friendly Interface & Third-Party API Integration:** Besides the search bar, we also need your expertise to improve our software's user interface design and integrate it with third-party APIs. Your main goal in this project will be to enhance the software's usability and make it more efficient. The ideal candidate for this project should have: - Extensive experience in developing CRUD operations and real-time data updates with Vue.js and Laravel. - Proven track record in user-friendly web interface design. - Strong knowledge in...

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    ...against a frustrating issue where Google has marked my website as a "Compromised Site". It's become a blocker for my Google ads. The symptoms include unexpected redirects, spam ads, and suspicious activity warnings. Interestingly, no changes were made to the website prior to these incidents. I've also received a notification from Google indicating the blocking was due to suspicious or fraudulent activity. What I need is someone with a deep understanding of website security and experience dealing with similar Google-related issues. Your tasks will include: - Analyzing and identifying the source of the suspicious activity - Fixing the issues causing the unexpected redirects and spam ads - Guiding us through the process of having our websi...

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    As a business, I am seeking a talented and experienced developer who can integrate WhatsApp notification functionality to the "Booking Calendar" plugin I am currently using. The task specifically requires the setup of an automatic WhatsApp notification that is triggered to the client only, upon making a booking. Requirements: - Experienced in plugin modification and WhatsApp API. - Must have previous experience with the Booking Calendar plugin. - The notification should only be triggered when a booking is made. The ideal freelancer should be efficient, with good attention to detail. This project should be undertaken with minimal disruption to existing operations. I can guide for files where they need to make changes, just simple when submit form same info will go to c...

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    ...for training the model will be fetched via an API from our comprehensive database, which is updated multiple times weekly. Data Processing: All retrieved data will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification model to determine the likelihood of an event's occurrence. A prediction model to quantify the value of the event. Implementation Platform: The system will be implemented on a cloud platform, such as Digital Ocean or Google Cloud Platform. Web Int...

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    ...visualization system. This tool will be integrated into the website's interface to educate consumers about fluctuations in electricity prices, helping them make informed decisions. Key Responsibilities: - Develop a real-time electricity price visualization system using APIs from utility companies. - Create a user-friendly interface for web platform integration. Ideal Skills & Experience: - Proficient in API integration, particularly with utility companies. - Strong background in web platform development. - Experience with data visualization and user interface design. - Understanding of electricity price fluctuations and the ability to present this information in a clear and engaging manner. This project requires a developer who is not only technically proficient but a...

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    I'm seeking an experienced Rust developer capable of working with AWS Lambda to assist with an API integration. We currently have REST API build on top of AWS Lambda written in Javascript (Nodejs). Due to performance and compatibility issues we plan to rewrite few functions. Key Responsibilities: - Implementing API integration using AWS Lambda - Ensuring data exchange and server-side processes are seamless and efficient Ideal Skills: - Proficient in Rust programming language - Experienced in AWS Lambda and serverless architecture - Strong understanding of API integration and data flow - Familiar with best practices for secure and efficient data processing in a serverless environment

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    ...Set up a payment gateway that accepts USD but settles to the merchant in USDT. Please also confirm if Moonpay or Simplex allows this. - Utilize Moonpay or Simplex (or any other gateway) for this integration, as it's the preferred payment gateway provider. - The integration should be done using an API, ensuring smooth and secure transactions. You should be familiar with: - Payment gateway integration, especially with Moonpay. - PHP and MySQL, as our system is built upon these technologies. - API integration best practices. Your expertise in these areas will be crucial in delivering a seamless and efficient payment experience for both our customers and us. Experience with similar projects will be highly regarded. The expectation is to build a POC form to confirm the...

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    I am in need of an experienced web developer to help me create a small website similar to using NEXT JS. You can copy code from anywhere. Details: - Video Submission: Users can either submit a YouTube video link or upload their own video directly to the platform. - Automated Summarization: Utilizing the ChatGPT API, the website will analyze the video content and generate a concise summary accompanied by relevant timestamps. - Timestamp Navigation: Clickable timestamps will be provided, allowing users to jump directly to specific moments in the YouTube video or their uploaded content. - Interactive Engagement: Users will have the capability to interact with the video by posing questions or comments, to which the system will respond, enhancing the viewing experience.

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    ...determining whether the input is a company name or a domain and processing accordingly. Search Service Enhancements Expand Search Methods: Rename and refactor searchCompany to a more generic method like performSearch that handles both domains and company names. Implement Domain-Based Search Logic: Add new capabilities in apolloMixedSearchService to handle searches based on domains. This includes API adjustments and new mock responses for domain-based searches. Matching Service Enhancements Refactor Matching Logic: Update SearchMatcherService to accommodate domain names as a valid criterion. This includes modifying the matchPeople function to switch between matching based on company names and domains. Update Matchers: Adapt matchPeopleByField to be generic, allowing matches ba...

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    ... ensuring the data structures are well-designed and functional. - Backend API Development: We have several third-party services which need to be integrated into our application through backend API Development. Along with the above responsibilities, we also need you to integrate certain features into our web application: - Payment Gateway Integration: This is crucial for enabling smooth transactions. Experience with such integrations will be beneficial. - API Integration: Our web application heavily relies on third-party services, and therefore, the ability to seamlessly integrate APIs is a must. Ideal candidates should have solid experience in Laravel web development, SQL database management, and backend API development. We're seeking someone who c...

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    I'm looking for a full-time PHP developer with expertise in Laravel and Symfony. The job will involve: - Backend Development: You will be responsible for building the backend of the project. - Database Management: Proficiency in database management is a must to handle project data effectively. - API Integration: You will be integrating various APIs into the project. The ideal candidate should have extensive experience in Laravel and Symfony. You should also be able to work full-time on the project. There is no strict deadline for this project.

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    I am looking for a professional well-versed in Google Shopping Ads SEA. The ideal candidate should be able to devise an effective strategy for a successful campaign, regardless of the main goal, since this was not decided yet. Key responsibilities and skills: - Tailor Google shopping ads to suit all types of audiences: local, national, and international customers - Constantly test and optimize ads for maximum efficiency - Provide periodic updates and reports on campaign performance Successful applicants should ideally provide: - A detailed project proposal - Comprehensive evidence of past work - A demonstration of related experience Ultimately, this role requires expertise in Google shopping ads SEA, strong analytical skills, and a keen understanding of e-comme...

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    I'm seeking a developer to set up a finance API on my WordPress checkout page. I have the authentication info, 2 GET and 2 POST codes for you to copy and implement This is aimed at providing real-time financial information to my customers from a companies API. I have the API Documentation provided by them for you to work from. The ideal candidate for this project should have: - Extensive experience in WordPress development - A deep understanding and practical knowledge of finance APIs - A keen eye for detail to ensure accurate information display - Excellent problem-solving skills to troubleshoot any potential issues This project's key objective is for my customers to view and see the option for paying by finance on the Cart & checkout page.

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    I am in need of a skilled professional who can reski...net/item/paymoney-secure-online-payment-gateway/22341650). Budget: $120 1. Install the script on live server, reskin the app and ensure all features are working very well like in demo, including all API live keys 2. Virtual Dollar Card Feature (e.g ) 3. (Airtime, data, giftcards, utility API). This will include adding more screens for all new features. I will provide the screens. 4. Withdrawal through Admin approval (Flutterwave) 5. Add more deposit API (Flutterwave, Prospa, Paystack, Moniepoint (naira, via issuing virtual bank accounts and API and also BVN verification)) 6. Add multi-level 2FA security in Admin and User, transaction PIN. 7. Add one more add-on script I'll buy later

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    I'm in need of an experienced Flutterflow developer to create a com...Flutterflow developer to create a comprehensive template. Key Requirements: - The template should include a range of components like radio buttons, input fields, and a Datatable with sorting and multi-select capabilities. - Your expertise in implementing user-friendly UI features is essential. This will involve creating popup modals, and ensuring the template is responsive across different devices. - API calls, form validations, components, and alerts should be seamlessly integrated. - A firm grasp on data types and actions within Flutterflow is highly desirable. The ideal candidate for this project will have a strong background in Flutterflow development, with a proven track record in building and customi...

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    I am looking to increase the visibility of my website on Google search results. As of now, my website is not indexed by Google and I have not used any SEO tools or services in the past. I am not sure if I need basic or advanced SEO services, so I am open to professional guidance. Key responsibilities for this project include: - Adding my website URL to Google for indexing - Helping me understand whether basic or advanced SEO services are needed - Implementing strategies to enhance my website's visibility in Google search results Ideal skills and experience for this project: - Proven track record in SEO, especially with improving website visibility on Google - Strong communication skills to help me understand the SEO process - Ability to gauge whet...

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    Change the parameter to optional. Check and fix if needed API make sure it is working (estimated 2-3 api only)

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    ...terms of functionality and user experience. The ideal candidate should have experience in: - Improving website functionality to enhance user experience - Implementing features and functionalities according to our specific requirements - Ensuring seamless navigation and smooth user interactions I would like to add a user login and a forum to I want to interface with betfair or betdaq api to fetch prices add ability to vote for which horse is going to win add ability to add notes to horses and jockeys generate heatmaps from speed ratings Website is currently generated by a python script daily. Would have to be able to handle the data generated each day. If you are able to, can rework data generation. based off elommr from github currently. Ideas welcomed. Price negotiab...

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    I'm seeking a skilled MERN stack developer to create a user-friendly e-commerce website catered to working professionals aged 30-50. The project's specifics include: - Implementing User Authentication: Ensuring secure login and signup functionality. - Data Storage and Retrieval: Setting up a database for storing user and transaction details, with fluid retrie...user experience, integrate with external services to enable various features. Potential freelancers should have a robust knowledge of MongoDB, , React, and Node.js, and a demonstrated record of completed MERN stack projects, particularly in e-commerce. Understanding UX/UI principles for the target age group—working professionals—will be a bonus. Familiarity with successful third-party API integrations ...

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    ...Software. Your responsibilities will include: - Designing and developing a full-featured web application for managing a laundry business - Integrating key features such as Customer Management, Order Tracking, Inventory Management, Barcode Generation, Order Management, Multiple Store Management, Multiple Pricing, Employee Management, Payment Management, Price List Management, SMS Gateway, WhatsApp API Integration, Payment Gateway, Coupons Management, and Customer Wallet Management. I'm looking for someone who can: - Develop a user-friendly and visually appealing web application - Ensure the software is scalable and secure - Implement a responsive design - Create a seamless user experience This is a time-sensitive project, so I need the work to be completed ASAP. Please o...

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    Skills Required Python Aws services-S3, glue, athena, sagemaker, feature store Sql UI/ API/SWAGGER PAGE Good in ML 5 days in a week Remote support role You will have to help developer for completing the task Timings - 9 to 11 am IST (or evening IST) Payment - You will be paid for those hours while you will be working, You will be informed in advance if there is no work and for those hours you will not be paid. Budget = 400 INR /h

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    Develop a real-time data integration and processing system that synchronizes data from a MongoDB database to Google BigQuery using Google Cloud Dataflow, ensuring that any new collections added to MongoDB are automatically transmitted to BigQuery without manual intervention.

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    I'm looking for a seasoned PHP developer with in-depth knowledge of TikTok API integration to create real-time updates for my product prices and stocks in my TikTok Shop account. Required Skills and Experience: - Expertise in PHP and TikTok API integration - Proven experience with e-commerce systems and real-time updates - Efficient in automating e-commerce operations Key Responsibilities: - Establish a system for real-time price and stock updates on TikTok Shop - Ensure seamless integration between my e-commerce system and TikTok Shop - Anticipate and troubleshoot any integration issues that may arise The ideal freelancer for this project has extensive experience with TikTok API and real-time e-commerce operations.

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    ...Shopify app that will eventually be integrated with an API that we're developing (may need hep on this, but it's a separate project). We'll need the freelancers to ultimately sign an NDA and IP agreement. There are several important elements we need built, though we are not yet fixed on a development stack. Basically we need functionality such as shopping cart management, order modifications, returns and exchanges, product information, FAQs, store policies, discounts, and upselling/cross-selling capabilities. Probably most or all is in some github repository, which we are fine with using as well as GPT-4, which, if you don't have an account, we'll get you one. It is important to only use MIT or similarly licensed code such that it is legal to u...

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    The client is looking for a Next JS dashboard that can interact with their API for product inventory and sales. Key requirements include supporting CRUD operations, real-time data updates from the API, and implementing a specific UI design provided by the client or suggesting enhancements. Ideal skills include proficiency in Next JS and Next UI framework, experience in CRUD operations and API consumption, and optionally UI/UX design expertise. Overall, the client seeks a functional dashboard aligned with their design preferences and capable of managing product inventory and sales data effectively.

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    I'm in need of a proficient WordPress developer who can create a blog for me. Key Requirements: - Proficiency in WordPress is a must. - I'm looking for someone who can bring my blog vision to life through custom design and layout. - The successful freelancer should be able to integrate necessary plugins and optimize the website for speed and performance. - Experience with SEO optimization and to bring up the performance to 80 without interfering with the website design is highly desired. - The selected candidate will be responsible for the web development end-to-end, so a broad skill set and experience in managing projects is beneficial. Your Application: Please submit a detailed proposal outlining your past work particularly focusing on WordPress sites you've developed. I...

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    ...Application to communicate to the BLE to send On or OFF Command 3. The Mobile Application will be required to connect to a Cloud based Database to validate permissions for users account before the mobile device can send the request to the module to turn on/off function. 4. Integration to existing software systems to send update to database for account permissions to be assigned. This can be done via API to 2 platforms. Your main task will involve: - Developing and implementing an Arduino-based automation control system suitable for an industrial environment. Skills and Experience Required: - Robust experience with Arduino platforms; - Extensive knowledge and demonstrable experience in IoT development; - Expertise in implementing automation control, preferably in an industri...

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    The actual documentation for this project is attached as a download file. Also this project only pays $200 and extra $$"milestone for API. If your serious enough to do a big project on low budget with high quality. >>>> READ ON... I'm in need of a talented developer who can construct a web-based popup radio player using HTML5 and React / Next.js. Ideally, the end product should resemble the aesthetics of listen.klove.com. The core features required include: - Play/Pause button - Volume control - Song title display This player will be specifically designed to stream live radio, so experience with audio streaming is essential. The design should be modern and minimalistic, echoing the style of listen.klove.com. An ideal candidate for this project will have: -...

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    ...Registration: The plugin should enable custom user registration, allowing users to have personalized experiences on the platform. - External API Integration: The primary purpose of the plugin is to integrate external APIs for content engagement metrics. It will require a developer who is proficient in API integration to ensure smooth data flow and analysis. Ideal Skills and Experience: - Proficiency in WordPress Plugin Development: I'm looking for someone with a strong background in WordPress plugin development. Previous experience in developing custom plugins is highly desired. - API Integration Expertise: Given that the plugin's main purpose revolves around external API integration, a strong background in integrating APIs is a must. It'...

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    We are seeking a skilled Google AdWords specialist to drive targeted traffic and maximize ROI for our new spare parts website. As an expert in AdWords, you will be responsible for creating and managing effective ad campaigns tailored to our niche market. Your primary goal will be to increase website traffic, generate quality leads, and boost conversions. Responsibilities: 1. Conduct keyword research to identify relevant and high-converting keywords. 2. Develop and implement PPC campaigns to target specific audience segments. 3. Create compelling ad copy and design eye-catching ad creatives. 4. Optimize campaign performance through A/B testing and continuous monitoring. 5. Monitor and adjust bids to ensure cost-effective ad placements. 6. Analyze campaign data and provide actionab...

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