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    ...proficient in Python, specially trained in Chatgpt, to build a web-based AI application for my business. I need the application to be specialized in natural language processing and sentiment analysis, and subsequently serve as a recommender system to provide information and answer queries. Key Features: - Natural Language Processing: The system should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should function as chatbot, furnishing necessary details upon a user's reques...

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    ...inventory management app using Google AppSheet and MySQL. The app will cater to a user base of less than 50, but it needs to be designed and optimized for scalable growth. It should be intuitive, easy to use, and have a professional interface. Key features that need to be incorporated into the app include: - Real-time inventory tracking - Sales and purchase order management - Product barcode scanning As the app will be handling crucial data for my business, security and reliability are of utmost importance. The developer should have experience in creating and integrating secure databases, as well as a track record of building robust, scalable applications. The successful freelancer should have: - Proficiency in Google AppSheet and MySQL - Experience in developing inve...

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    I'm seeking a skilled analyst to develop a geographic profile map that displays crime rates within the city. The goal of this representation is to visualize and understand patterns in city-level criminal activities. Ideal Skills and Experience: - ...the city. The goal of this representation is to visualize and understand patterns in city-level criminal activities. Ideal Skills and Experience: - Proficient in Geographic Information Systems (GIS) or similar software for cartographic design - Background in criminology or relevant areas is beneficial - Familiarity with data extraction from various online sources Project Responsibilities: - Extract data from internet sources - Analyze and present the data in a geo-visual format - Maintain accuracy in representing crime rates ...

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    Commercial real estate agency database of GCC

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    About Plesk hosting upgrading the database from MariaDB 10.1 to 10.3 i would like to upgrade the database from MariaDB 10.1 to 10.3 for my hosting however, my hosting have a lot of client website in it, just would like to know if this upgrade will not affect the existing database thanks

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    I am seeking a professional to develop a software that can efficiently extract and present the scripts used on a list of URLs provided. The software should be able to handle up to 1000 URLs at a time and run specifically on Windows. Key requirements include: - Extracting scripts: The software should be able to seamlessly access the provided URLs and list the scripts used on each page. - Bulk processing: The software should be capable of handling a significant amount of URLs, up to 1000 at once. - Windows compatibility: It is essential that the software is designed to run on Windows OS. Website Accessibility: - Restricted access: Websites that require restricted access or login should be identified and reported separately. The software should skip such pages and indicate them as in...

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    Self Managed Home Care Providers Database

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    I am seeking an expert capable of efficiently and accurately pulling LinkedIn data from a list of companies and cataloging employees who previously worked at a specified set of organizations. The ideal freelancer for this project should have: - Experience in web scraping, particularly with LinkedIn data - Ability to extract data at scale - Proficiency in organizing and structuring data for clear analysis - Strong attention to detail to ensure data accuracy The project involves: - Using the provided list of target companies to source employees' data - Identifying individuals who have previously worked at the provided specific companies - Compiling the data in a spreadsheet format for delivery The successful applicant should not only have the required technical skills but also...

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    I'm seeking a data entry specialist with a knack for precision to type data from PDFs into an online database. Key Requirements: - As a data entry specialist, you will be responsible for the accurate and timely entry of data from PDFs into our online database. - The data format should match the original PDFs, with no specific validation rules needed. - The ideal candidate will be detail-oriented, with a proven track record of data entry. If you're someone who enjoys working with data and has an eye for detail, this could be an ideal project for you.

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    ...an admin dashboard for an e-commerce site. This will involve managing callback values for various e-commerce events such as sales, cancellations, and renewals. These values need to be stored in a MySQL database. Additionally, email notifications need to be sent to both the admin and users, triggered by specific e-commerce events. Key Requirements: - Develop an admin dashboard for managing callback values - Utilize a MySQL database for storing the callback values - Implement a system for automated email notifications upon e-commerce event triggers Skills & Experience: - Strong proficiency in MySQL - Extensive experience in e-commerce site development - Proficient in creating admin dashboards - Skilled in implementing automated email notification ...

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    I'm looking to create a comprehensive database of self-managed home care providers in Queensland and Australia to facilitate networking within the industry. Key requirements: - The database should include the provider's: - Name - Address - Email - Prime contact Ideal skills for this project: - Proficiency in data collection and database creation - Familiarity with the home care industry in Queensland and Australia - Organizational skills, to categorize the data by region - Excellent attention to detail, ensuring accuracy in information provided The data should be organized by region for easier networking. I may also require the database to be updated periodically. The collected information should be reliable, up-to-date, and include a diver...

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    i have one php script which used to load in a few seconds now takes 4 minutes not sure why it suddenly lags need optimised - the mysql query hittin some bottleneck somewhere by looks of it

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    I am in need of someone who can help me gather email addresses, websites, and phone numbers from the links in the attached spreadsheet. It's crucial that the information you provide is accurate and up-to-date. The test of accuracy will be me sending emails and verifying the company. Any wrong details will need to be collected again unless it is beyond your control (e.g. company has closed down etc.) Automated collection will be erroneous as the data needs to be collected in the following way. use the company names or links from the attached spreadsheet. 2. To copy and paste the company name + UK in the Google search box. The company's operation must be based in the UK as similar names may exist in US as well. 3. Or to click company logo and collect its email addresses, websit...

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    Hi there. I'm running XCode 15.3 and I need a few pages done with simple, clean storyboards and View Controllers. I use Alamo Fire and Swift, so if you could use that to pull my data via my API links and display it in several pages that would be great. Categories > Collections > Items > Item Details You select one and it shows a list - Item Details is one record from a MySQL db I need each selected item to be a variable in the code of the ViewController so if I use the print function, I can see it at the bottom of XCode. I'll give you the 3 or 4 API webservice links. I can give you a super simple app to put it in too...

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    I'm in the religious industry, looking to extract a dove and keys symbol in an IPS format for my marketing and signage. I'm not sure if these elements are available in the original files, so you might need to advise on whether they should be recreated from scratch. Ideal Skills and Experience: - Graphic design expertise, especially in using IPS format - Knowledge of religious symbols and their connotations - Experience in marketing material and signage design - Good communication skills to advise on the appropriate approach.

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    I need a proficient database developer (PHP Developer) to create a specialized system for my dental equipment repair company. The database will cater to a sizeable clientele of 5000 customers. The details to be incorporated include: * Equipment type (X-ray machines, Dental chairs, Autoclaves) * Maintenance history * Customer details (Clinic name, number, email address etc.) In order to succeed in this project, you should have: * Strong database creation skills with the ability to account for our unique needs * Experience in the healthcare sector, specifically knowledge of dental equipment * Excellent problem solving and critical thinking skills for effective database design * Understanding of confidentiality requirements given the sensitive nature of the cu...

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    ...running and fully operational and we need a FULL STACK developer that can code in ALL AREAS of the webapp. - Frontend: React (JavaScript) - Backend: Node.js - Services: Python - Database: MySQL - linux management - Gitlab version control RESPONSIBILITIES: - Integration of new B2B APIs - New payment gateway integration - - Implementation of bug fixes and performance improvements. - Regular software updates and security patches. - Feature additions and enhancements. Skills and Experience: - Proven experience in maintaining e-commerce solutions. - Proficiency in React, Node.js, Python, and MySQL. - Strong problem-solving skills. - Excellent understanding of software best practices and design patterns. - Ability to work independently and meet deadlines. - .NET and...

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    I am looking for a skilled freelancer to help me compile personalized information from a list of 400 LinkedIn prospects. The list includes their LinkedIn profile URL, email, phone, name, current employer, current title, industry, location, and company size. Project Requirements: 1) Review each LinkedIn profile. 2) Extract three pieces of personal information about the prospect that a friend might know. This could include: - Interests or hobbies - Recent achievements or career milestones - Personal anecdotes or notable mentions in bio or recommendation Deliverables: - A completed spreadsheet with the extracted information for all 400 prospects. - The information should be concise, relevant, and suitable for use in a personalized outreach message. *Opportunity for ongoing work. ...

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    We are seeking an experienced Flutter developer to integrate 's video and call streaming services along with Firebase database into our existing Flutter application. The primary tasks include implementing 's features for seamless video streaming and call functionality, as well as utilizing Firebase database for efficient data storage and retrieval. The ideal candidate should have prior experience with SDK and Firebase integration. Additionally, the developer will be responsible for updating the app to meet the requirements for submission to both Apple Store and Android Store. If you have the necessary skills and expertise in Flutter development, we'd love to hear from you.

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    We need the following combination of online database and data entry interface from users + a local MS access file. Online Database and web I terface for data entry We want to have multiple users to view and edit information for subscribers (names) in a database. Those users must be able to login on a web page, with a username and password. All users will see same information. But certain fields, those they will be able to edit, will be visible only to that specific user (and admin). Multiple users must be able to enter data (different) for each subscriber. User must be able to filter certain columns, search in all fields, hide/show columns. Online (on web) visible to users, will be only the fields mentioned in table visible) MS Access (local file) Administrator must...

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    We need an experienced Magento developer to assist with updating third-party extensions when conflicts arise due to newer php/mysql versions. Timeline: Start on the first project on 20th May using remote desktop tools like UltraViewer or AnyDesk for real-time collaboration. Bidders must be highly proficient in Magento 2.4x.

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    I need a skilled Web Scraping specialist to write code in Python (preferably) that scrapes a specific table from a website for me (Website: ). The table contains WNBA player statistics, The goal is to extract all columns of this table, which is approximately 7 columns and write it to a CSV file (in the same column format). I'm a beginner level coder, and noticed that the table was created with that looks like a Shiny App in R. (I'm not even sure if extracting the table is possible). If it was only possible to use R, then I could potentially work with that. Website: I would like the data to go from the year 2020 to current. Regular Season data. Key Requirements: - Scraping Tables on websites If you're

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    I need a desktop application that can carefully monitor a MySQL database on my Windows system. The app should be able to perform the following functions: - **Monitoring MySQL Database**: The application should constantly monitor my MySQL database and detect when a new record is created. - **WYSIWYG Template Management**: There should be a feature that allows me to manage various WYSIWYG templates. These templates would be used to generate dynamic PDFs based on the new records in the database. - **PDF Generation**: Upon detecting a new record, the application should automatically generate a PDF based on a selected WYSIWYG template. Naming convention based on filed in processing record. Option Password added to pdf. I would like the ap...

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    VRBO Scraper Development 3 days left
    VERIFIED

    I need a VRBO scraper to extract property details, pricing, and availability. - The scraper should be built with Python and the output should be in CSV format. - The data points I need include property title, description, amenities, pricing, and availability. - The scraper should be able to handle multiple URLs at once. - The code should be well-structured and commented for easy maintenance. Ideal skills: - Proficiency in Python - Experience in web scraping - Understanding of VRBO website structure - Ability to handle and store data in CSV format

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    I need a web scraping professional to create a script to extract specific data from , a popular online marketplace for trading cards, please check attachement to get the idea. Key Requirements: - Scrapping: The primary task is to scrape the following information from the platform: - Card properties 1. Hero score for last 7 days 2. Hero rank for last 7 days 3. Stars 4. Rarity 5. Name 6. Quantity listed to purchase 7. Inflation data 8. Minted count - Buy prices List Price Last Price Order book (price and quantity see picture attached) - Bidding details bids book (bid and quantity see picture attached) - Twitter activity per card View Views+ Likes Likes+ Retweets Retweets+ Replies Replies+ Quotes Quotes+ Bookmarks Bookmarks+

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    We are in search of a skilled software integrator to help me integrate my personal deployment system with a...and attention to detail Details - Upload Excel file containing Expediente Codes - Use automation and OpenCV to solve Captcha and download files - Upload files to s3 bucket - Integration with existing system - use google to authenticate to the system (maybe change to office 365) Requirements: - REMOTE SERVER: Existing server - Access to S3 Bucket - Access to chatgpt api - Access mysql aws instance We need access to final git repository Project Completion: 2 weeks This project is an exciting opportunity to work on a cutting-edge software integration and development. If you have the right skills and enjoy a challenging, innovative project, I'd love to...

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    I'm seeking a Python developer experienced with web scraping. This job involves setting up a Python script that can scrape a popular review site. Key details to extract: - Review text - Star rating - Date of review - Reviewer name - Star-ratings for sub-categories - Review ID - Reviewed person - Reviewed product name The site does not use captchas, so it should be reasonably straightforward. All reviews for a given provider should be scraped. It would be good to have an option to start with the newest and stop at a certain date. The specific review site can be seen in the sample URL in the attached PDF. I can send further details in a private message including screenshots. Preferred frameworks would be Beautifoulsoup 4 / Scrapy if sufficient and Selenium otherwise. Please...

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    I'm looking for an expert to create a web-based CRM database aimed at efficiently storing and managing information. The data I intend to keep include: - Customer contact details - Sales history - Communication logs - Course details - Course Refresher notifications This project also requires the creation of functionalities to: - Add new contacts - Update existing contact information - Track sales performance Ideal freelancers should have substantial experience in CRM database development, with knowledge of implementing web-based solutions. Familiarity with training or course-based entities would be a bonus. Your expertise ought to allow seamless additions, updates, and performance tracking of stored information. Demonstrable success in similar projects will be advanta...

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    I am looking for a proficient full stack developer to help with a personal project. Using NodeJs and NextJs with MYSQL DB, your skills will include: - Expertise in utilizing NodeJs and NextJs - Develop a user-friendly platform - The ability to brainstorm and bring creative digital solutions - Strong problem-solving skills - Understand project requirements and deliver high-quality work - Should be proficient in using Github with AWS and coordinate with infra team member for coordinated push - Understands and knows the importance of proactive communication Expectations: - Your primary responsibility will be to design and develop the application, and to coordinate with the rest of the team working on different layers of the project. - Daily commitment for a minimum of 4 hours f...

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    I require a one-time data scraping project completed on multiple websites. - TASK: The task involves scraping text content from: Google searches: Commercial Real estate agency Saudi Arabia Commercial Real estate agency UAE Commercial ...be filled in. In the Google searches, just take the first 3 pages with the main agent listings and see what agent names/ email addresses you can find. - DATA REQUIRED: The primary data needed is text content. - TIMELINE: This is a one-time task, with no ongoing scraping requirements. Skills/Experience: - Proficiency in web scraping, especially from multiple websites. - Strong ability to extract data in a structured format, with a focus on text content. - Experience in handling one-time data scraping projects.

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    I have two websites that need to be merged with a main focus on consolidating information. The current websites are different in design and themes, and I'm looking for a professional who can successfully merge them into a cohesive, user-friendly site. Key requirements: -...link seamlessly Please let me know your experience with similar projects and your approach to this particular task. Your input on the best ways to consolidate the information and prioritize content is highly appreciated. Website language is: - Linux AMI > OS - PHP > web and back-end - NodeJS > ICS - > ICS & Warehouse App - Ionic v1 > Warehouse App - Apache > web server - Database: MySQL Aurora - AWS hosted, leveraging EC2, RDS and S3 - Front-end is custom framework ...

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    I need an expert in Optical Character Recognition (OCR) technology to convert text from high-resolution, clear photographs to editable text. Key Project Details: - **Purpose**: The primary objective of this task is to extract data from various documents. - **Image Type**: The text extraction will specifically be from photographs of text. - **Image Quality**: All photographs are high resolution and clear. Ideal Skills and Experience: - Proficient in Optical Character Recognition (OCR) technology - Prior experience in extracting data from images - Excellent attention to detail to ensure accurate transcription - Ability to work efficiently with high-resolution images

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    ...several years old. For example Node JS 7.10.0 and MySQL 5.7.0. Everything needs to be updated to highest stable version that offers support and packages. For Node.Js that will likely be version 18 or 20 Moreover, this project offers an excellent opportunity for more development. **QUOTE: UPGRADE** -Please provide a quote for upgrade of website, iOS & Android apps, and admin panel. -The Framework described below. -Specify team size and roles. -Time frame for completion. **PLATFORM FRAMEWORK & DETAILS** Framework: React, Node, Express, React Native Frontend: React (website), Node + Express (APIs on server), React Native (mobile apps on iOS & Android), Bootstrap (making UI web responsive) Backend: Node.js (latest version), Express, MySQL Deployment:...

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    I'm looking to test database scraping on a website to extract names and potentially contact emails (if available). The data doesn't necessarily need to be organized or cleaned post-extraction. Ideal Skills: - Proficiency in web scraping tools - Understanding of database structures - Familiarity with handling contact information The data should be organized in an excel and csv based on the desired layout.

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    I require a specialized web scraping professional with experience in extracting text and images from multiple websites. Your task will involve the following: - Scrape data from Sephora, Cult Beauty, Space nk - Extract specifically the Text, Images, Titles, Descriptions, and Prices A strong background in web scraping, data extraction, and working proficiently across different websites is critical for this project. Knowledge in web parsing methods and ability to bypass potential anti-scraping tools or blocks set up on these websites will be highly advantageous. Your goal is to accurately scrape the necessary information without causing disruption to the target websites, and ensure the data is comprehensible and ready for further use. I would like to see an example of 1 page done...

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    I have a small LinkedIn network of less than 1100 connections and 1500 followers. I'm looking for someone who can help me consolidate their details into a neat spreadsheet with their emails. Key Requirements: - Extracting email addresses: You'll need to be able to extract the email addresses of my connections and followers. - Data presentation: Organize the data in a clear, logical manner which makes the spreadsheet easy to navigate. - Timeliness: I'm aiming for a quick turnaround on this project, ideally within 24-48 hours. Since I have explicit permission from my contacts to collect their emails, this project is ethical and should proceed smoothly. I'm looking forward to seeing how you can help me in this task.

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    I urgently need someone to extract shareholder information from the Madagascar business registry. The work needs to be done as soon as possible. Key Requirements: - Retrieve shareholder data from the Madagascar business registry - The data should be presented in a clear, easily understandable format

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    I urgently need a skilled professional to set up a E-commerce website on AWS. Website is already hosted in AWS instance but due to some error website is stop, We need to start website Tools : php Mysql

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    I need a Python Selenium application that can scrape blog posts from Site A and post them on Site B. Key Requirements: - The Python app should be built using Selenium for web scraping and automation. - It should be able to extract blog posts from Site A, specifically. - The extracted data must be posted on an existing blog section of Site B. Ideal Skills & Experience: - Proficient in Python, with experience in building web scrapers. - Strong knowledge of Selenium for web automation. - Previous experience with data extraction and manipulation. - Understanding of web protocols and site structures. - Familiarity with blog post formatting and publishing is a plus.

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    I require an experienced Web Developer to undertake a project we have. The website we need is a comparison website for Coach hire. This will entail a booking system where Coach companies (Operators) will bid/tender for work etc. Below are the features. User Registration and...Users can rate and review operators. • Reviews influence operator rankings. Admin Dashboard: • Admins manage users, operators, bookings, memberships, and more. • Monitor platform activities and resolve disputes. This kind of platform requires a combination of front-end technologies (HTML, CSS, JavaScript), back-end technologies (server frameworks like Node.js/Express or Django, databases like MySQL or MongoDB), and potentially third-party APIs for features like payment processing and Googl...

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    I'm looking for an Android developer to enhance my app to support zip and rar files. The functionality should include: - Support for both zip and rar files - Support for both password-protected and standard files - Ability for users to extract files - Ability for users to view file contents The ideal candidate should have experience in Android app development, specifically dealing with file handling and storage. Knowledge of third-party libraries for handling zip and rar files is a plus. The developer should also be comfortable with implementing password protection mechanisms. Please note that the app is already built, so the task would primarily involve adding the requested functionality.

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    I am currently in need of an experienced Django developer to assist me in deploying my Django web application on a VPS hosting provider. To bid on this project, you should: - Have intermediate to advanced level experience with Django and its related technologies. - Be proficient in MySQL, as this is the specific database system that my Django application is built with. - Understand VPS hosting thoroughly. Your role will be to guide me through the deployment process, ensuring that the application runs smoothly and functions as expected on the VPS host. Please show proof of similar projects handled in the past. Your time commitment should be immediate and full-time until completion of deployment. Your proposal should include a plan of action detailing how you intend to car...

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    ...that everything is finished. The application is in spring boot and angular. The database is mysql. Functionality for Taking Photos Using HTML5 and JavaScript, you can use an input element with the type file and the attribute accept="image/*" to allow users to take pictures of documents directly from the browser on a mobile device. Uploading the Image to the Server When a user takes a picture and clicks the save button, the image is sent to the backend server via an HTTP POST request. The backend server can use a framework Spring Boot (for Java) to process the uploaded images. Image Processing and Data Extraction On the server, you can use OCR (Optical Character Recognition) technology to recognize and extract data from images. Libraries like Tesseract OC...

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    I'm seeking a professional with experience in text annotation to help me enhance readability and extract key information from Arabic comments on both Facebook and Instagram. This project involves identifying key trends and patterns within these comments. Key Job Requirements: - Fluent in Arabic and English - Excellent understanding of social media platforms, specifically Facebook and Instagram - Strong background in text annotation - Ability to identify patterns and trends in text - Detail-oriented, with a focus on accuracy and consistency Your task will involve reviewing and interpreting comments, then accurately annotifying the content to extract the necessary data. This is a task requiring high levels of concentration and linguistic comprehension. Applying industr...

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    ...traveling to those areas, particularly in the last-mile delivery process. Below is a list of stores. I kindly request you to extract the dataset from one of the listed companies. The list of stores is prioritized in order. 1- IKEA (IKEA store that located in Saudi Arabia) 2- Home Centre 3- Home Box 4- Habitat Furniture 5- United Furniture The priority is the IKEA store. If you encounter difficulties, please proceed to the next store, Home Centre, and continue accordingly. Reminder: I need only to extract the dataset from ONE store. I require an adept Data Extraction Expert with impeccable skills. Please check the pdf attached

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    I'm seeking a proficient Access Database designer to build an advanced and fully functional task management system. Key Features: - Data Entry Forms: These should be user-friendly and designed for efficiency. - Reporting and Analysis Tools: I need to be able to easily track productivity and analyze task-related metrics. - Data Validation Rules: The system needs to ensure the accuracy of inputted data with stringent validation rules. Structure: The database should consist of 5-10 interlinked tables for comprehensive task tracking and management. Ideal skills and experience for this job would include: - Extensive experience with Access database design, specifically around task management systems. - Strong ability to translate user needs into functional system fe...

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    ...Statutory Registers Key Requirements: A. Auditor Appointment & Filing of Form ADT - 01 (Auditor Appointment). B. Preparation & Filing of Form INC - 20A (Declaration of Commencement of Business). C. Assistance & Documents Preparation for Company's Current Bank Account. D. Preparation & Filing of Balance Sheet, P & L Accounts, Audit Report, and Director's Report. E. Preparation & Filing of Extract of Annual Returns & Financial Statements (Unlimited Transactions). F. Preparation & Filing of Annual Returns Form AOC - 04 (Financials Related Annual Return). G. Preparation & Filing of Annual Returns Form MGT - 07/07A (Management Related Annual Return). H. Preparation & Filing of Minutes of 04 Board Meeting & Minutes of AGM. ...

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    I'm seeking an experienced freelancer with strong attention to detail to perform data entry into my database. The data to be entered is text-based and extracted from various sources which may have distinct formats. Below are specifics about the job: - Handling Text Data: The job will entail entering a variety of text data into the designated database. - Format Diversity: The data comes from diverse sources, so it does not adhere to a specific format. The ideal candidate must be adaptable in handling different data formats. - Correcting Discrepancies: The freelancer will need to spot and correct discrepancies or inconsistencies within the data sources. Accuracy and keenness to details will be crucial. Ideal Skills: - Proficient in data entry - Strong attention to d...

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    I'm looking for a skilled professional to improve the accuracy of my cloud-based database. To achieve this, the tasks at hand include: - Identifying and removing duplicate entries - Standardizing data formats to ensure consistency - Conducting routine data cleaning checks to maintain accuracy Ideal candidates should have: - Proven experience in data cleaning and management - A deep understanding of cloud-based database systems - Strong communication skills as I prefer to get updates and progress reports through an instant messaging app.

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    I am hiring for a Full Stack Web3 developer for my team. Tech Stack: Blockchain: Blast (EVM) Frontend: Typescript + NextJS + Tailwind + Vercel + WAGMI + Ethers V5 + Typechain Backend: Typescript + Vercel Lambda + tRPC + AWS + Prisma ORM + Ethers V5 + Typechain + Upstash Redis Database: MySQL (Planet Scale) + AWS S3 Storage Randomization: Gelato VRF Static File Hosting: AWS S3, Pinata Smart Contracts: Foundry, Hardhat Monorepo. Here you go: Objective: Design and implement a scalable backend and frontend system for tracking and displaying NFT transactions similar to the "Activity" feature on OpenSea The system should handle varying loads seamlessly, from 500 to 50,000 users. Tasks: System Architecture Design: Task: Design the overall architecture for the activit...

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