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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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    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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    Java Code edit or re do 6 days left
    VERIFIED

    I have an existing Java code that I need to be revised to enhance functionalities. Key Points: - The main objective of revising this code is to enhance the current functionalities and potentially add new ones. - Current performance issues include slow response times, high memory usage, and occasional crashes. Ideal Skills and Experience: - Proficient in Java programming - Experience in code refactoring and enhancement - Strong understanding of input validation, database integration, and error handling - Prior experience in dealing with performance issues in Java applications Your job will be to review the existing code, identify the areas that need improvement, and implement the necessary changes to enhance the overall functionality.

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    I'm looking for an experienced professional capable of creating a stamp for commercial plans. This stamp will serve to verify compliance with building codes. Key requirements: - The stamp should reflect conformity with building codes. - Its primary application will be on commercial properties. Ideal candidate: Having a strong background in architectural drafting or similar fields would be a significant plus. Knowledge of commercial building regulations and codes is a must, as you need to understand the context where the stamp will be used.

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    VRBO Scraper Development 6 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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    Review Scraper in Python 6 days left
    VERIFIED

    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 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 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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    Purchase Code Moderno – Fashion & Furniture Store WooCommerce Theme

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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'm looking for someone with demonstrable clago experience ( Must share previous work samples and also show me live evidence on a video call to be considered eligible) to code my indicator-based simple bot within 5 days. Anyone who quotes above budget will be disqualified immediately. Feel free to suggest if any of my requirements are difficult for your skill level and I can consider them. Those who don't reply to msgs for more than 15 minutes will not be eligible as they are not reliable to work with.

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    I am seeking an experienced freelancer to code for an Industrial Automation System specifically focusing on manufacturing process control. Key Tasks: - Develop efficient code for my Industrial Automation System. - The code should aim at automating the manufacturing process control. - Testing the code for effectiveness and making necessary improvements. Skills and Experience: - Strong experience with IoT devices, especially industrial automation systems. - Exceptional coding skills, particularly in an industrial background. - Experience in manufacturing process control. - Ability to work quickly and effectively, as the project is needed ASAP. Experienced with Microsoft Azure Timeframe: The project should be completed as soon as possible. Applicants should ...

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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'm seeking an experienced developer to create a custom Visual Studio Code extension tailored to my specific requirements. Key Features: - The extension should allow me to define my own set of rules - Specifically, I require the ability to create code formatting rules and code highlighting rules Rule Application: - The code formatting rules must be applicable both automatically upon file save and manually upon command execution. Ideal Skills: - Expertise in creating Visual Studio Code extensions - Proficiency in JavaScript and TypeScript - Prior experience with code formatting and syntax highlighting - Understanding of code linting and analysis - Strong communication skills to understand and implement my unique set of rules. Ple...

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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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    Data Entry Automation via OCR 6 days left
    VERIFIED

    ...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 OCR (available for Python, JavaScript, and other languages) can be useful for this task. Data Storage The extracted data can then be stored in a MYSQL database. Data Synchronization with the Computer The data can be immediately available on a computer via the web application or a specialized desktop application. Real-time synchronization c...

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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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    ...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 looking for an experienced freelancer to develop a state-of-the-art desktop bot for ticket purchasing and availability checking on Ticketmaster and BookMyShow websites. The bot should be able to process simultaneous requests, manage queues, and extract links efficiently. Key Features: - Ticket Purchasing - Ticket Availability Checking - Handling Simultaneous Requests - Effective Queue Management - Link Extraction Ideal skills and experience: - Experience in bot programming and development - Familiarity with the desktop platform - Understanding of the ticket-booking domain - Prior exposure to applications for Ticketmaster or BookMyShow would be an asset. If you've done similar projects before or have innovative ideas on how to execute this, I'd love to hear ...

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    ...planner software platforms to compare their offerings and pricing structures. The goal is to provide a comprehensive, visually appealing summary that highlights key features, subscription plans, and costs associated with each software. Scope: Competitors: The platforms to be analyzed include Saninet 3D Planner, MATICAD DOMUS3D, PALETTE CAD, TILE LOOK, VISOFT, and SPARK VISION. Data Collection: Extract detailed information from the competitors' websites, focusing on: Price Features Customer Support Compatibility Cost Type of Subscription What is included in each type of subscription 3D Modeling Costs: Gather information about the costs associated with 3D modeling for new products, including the data required for the modeling process. Requirements: Pricing Comparison: Compi...

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    I need an experienced developer to fix current issues with my ansible code. Facing two primary challenges: 1. Connectivity issues: My ansible code fails to establish a steady connection during its runtime. 2. CMDB Retrieval Issue: There's a problem retrieving data from the Configuration Management Database (CMDB). The data is being accessed directly from the CMDB rather than through any API. Ideal Skills - In-depth understanding of ansible code - Experience with CMDB - Knowledge in data retrieval procedures Please note there are no specific authentication or permissions involved. All the data access is being done using direct file access. Your task would be to streamline this process and solve the prevailing issues.

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    ...model should be able to understand the text in the images and provide relevant responses to the queries. - The AI model should be trained to high accuracy standards, achieving results of 90% or higher. This level of precision is crucial for the success of the project. - The primary images that the AI model will analyze are photographs. The model should be specifically designed to handle and extract text information from photos. Ideal Skills and Experience: - Experience in training AI models, specifically in the area of image to text conversion. - Proficiency in deep learning frameworks and tools, such as TensorFlow, PyTorch, or similar. - Strong knowledge of natural language processing (NLP) techniques. - Proven track record of achieving high accuracy levels in AI model ...

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    I'm looking to leverage Azure document intelligence prebuilt models and train models to extract data from a variety of tax and financial documents. The extracted data needs to be exported into a Google spreadsheet. Additionally, I need an interface for users to easily upload these documents. Key Requirements: - Extract data from various financial documents: primarily focusing on Expense reports, W-2 forms, credit card statements, 1099s, and annuities. - Extract specific data from credit card statements such as Transaction amounts, Merchant names, Transaction dates, and also the ability to convert currency and combine rows. - Extract specific data from bank statements like Account balances, Transaction descriptions, and Check numbers. Ideal Skills and Ex...

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    I'm seeking an experienced software developer with in-depth knowledge of AutoIt EXE files. The main goal is to unpack a specific AutoIt EXE version, 3.3.13 and help code in other languages (C# prefered) Skills and experience required: - Proficiency in AutoIt, especially in unpacking and analyzing its executables. - Strong understanding of Windows OS, as the unpacking should be done on a Windows machine. - Experience in producing detailed technical documentation is crucial, as I require comprehensive documentation on the process. In summary, the project involves: - Unpacking an AutoIt EXE 3.3.13 for code analysis. - Documentation of the unpacking process in detail. Please include your relevant experience and the estimated time frame for completing this task in your bid...

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    I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abilities, I'd love to hear from you.

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    I need an expert in data entry, cleaning, and data visualization in RStudio. The primary goal of this project is to identify trends in a small dataset (less than 1,000 rows). Ideal Skills and Experience: - Expertise in data entry, cleaning, and visualization in RStudio - Strong understanding of R Programming - Prov...than 1,000 rows). Ideal Skills and Experience: - Expertise in data entry, cleaning, and visualization in RStudio - Strong understanding of R Programming - Proven experience working with small datasets with missing data - Ability to identify trends through data analysis Please only apply if you have demonstrable experience with RStudio and data analysis. The ideal candidate should be able to extract meaningful insights from data and present them in a clear and conci...

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    Seeking a tech-savvy professional to establish an automated system leveraging ChatGPT and Make Automation. The aim is to: - Automatically extract specific information from a variety of documents including Word, PDF files, Excel Spreadsheets, and Scanned documents - Thoroughly analyze extracted content including text, tables, charts, and images for compliance and precision - Automatically generate comprehensive reports based on extracted information for easy reference For this task, proficiencies in AI, Machine Learning, ChatGPT, and automation are necessary. Likewise, experience in OCR technology for processing scanned documents will be valuable. Not only should the candidate be detail-oriented - they should also be adept at debugging and ensuring the system seamlessly integrates...

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    I'm in need of a data entry specialist who excels in text data entry from online sources. Your mai...entry specialist who excels in text data entry from online sources. Your main task will be to input data from online sources into a structured format of my preference. Ideal Skills and Experience: - Proven experience as a text data entry specialist - Proficient in using data entry software - Attention to detail and accuracy in data input - Familiarity with online data sources and the ability to extract information from them - Efficient typing skills - Ability to follow guidelines and meet deadlines It's crucial that you can ensure accuracy in your work, even when dealing with large volumes of data. Your goal should be to maintain the highest data integrity and quality thr...

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    I'm looking for a freelancer to help me with email scraping to build a targeted email list in the education sector. Specifically, I'm interested in parents who are seeking tuition services for their children. Key Responsibilities: - Conducting research online to identify and extract email addresses of parents seeking tuition services for their children - Organizing the list in an easily accessible format that I can utilize for email marketing campaigns Skills and Experience: - Proficiency in email scraping and list-building - Prior experience in targeting the education sector is desirable - Understanding of lead generation and email marketing best practices

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    Small update on app code -- 4 5 days left
    VERIFIED

    Small update to the android app. Change the payment gateway "cryptomus" to stripe. After that. Compile the code to obtain the apk version and an .aab version that will be used in the Google Play Store. In turn, upload the updated code to the app server. Send me the updated source code as well. The app is made on react Native, and the backend is Python. All the API's are made on Python. This may require modification in FrontEnd. in that case. You must be able to complete the project. Maximum budget $300

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    ...highly skilled freelancer for an email extraction project from two highly popular social media platforms - Facebook and Instagram. Key Project Specifications: - Scrape email addresses from both Facebook and Instagram. - Selection of the profiles for scraping should be primarily based on the following criteria: levels of user engagement and followers count. - Along with the email addresses, extract additional user information namely: the account name and its location. Ideal Candidate Profile: - Must have experience in deducing complex social media algorithms. - Understanding of digital privacy laws to ensure compliance during the extraction process. - Fluency in software that can automate this extraction process would be advantageous. My ultimate goal is to utilize t...

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    I'm seeking an expert in web scraping to specifically help extract data (price, stock availability, description, review content,..) from e-commerce platforms. Your specific task will entail: - Identifying and implementing the most efficient and effective way to scrape data. - extracting all data related to a product (picture, price, description, reviews, rating,...). Your method should maintain adherence to all legal and ethical guidelines - I'll need details on this as your bid. This project will require: - Proficiency in web scraping tools and techniques. - Sound knowledge of data extraction and storing processes. - Ability to work with undisclosed e-commerce platforms. - Familiarity with review structures on e-commerce sites.

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    I am in need of a skilled developer to transform a Figma design into HTML and CSS code, integrate it into our existing website, and ensure it works flawlessly across all digital devices. The project has the following key aspects: - Conversion: The Figma design provided must be converted into HTML (latest version), Bootstrap and CSS code. The final product must match the design exactly, so attention to detail is essential. - Integration: The coded design will then need to be integrated into our existing e-commerce home page. Experience with e-commerce platforms and integrating designs is highly preferred. - Responsiveness: The final product must be fully responsive for any digital device. This includes but is not limited to mobile phones, tablets, and desktops. The ideal ca...

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    I am looking for an expert in web scraping who can efficiently extract business leads. While the primary purpose of the project was not specified, it is undeniable that these leads will play a pivotal role in marketing efforts, like sales lead generation, market research, and contact information collection. Although I did not mention a specific source site, note that the target is business owners, and their revenue and contact information. Therefore, having experience in scraping from professional networking and business directory websites such as LinkedIn or Yellow Pages would be welcomed. Lastly, the exact number of leads that I need hasn't been defined, so I am open to both small and large-scale operations. Ultimately, their quality is of more importance than mere numeric...

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    I'm looking for an experienced individual who specializes in website crawling and data extraction to help gather specific information from various websites on a daily basis. - The purpose of the project is to extract data; specifically URLs, contact details (telephone, email), date created, a description, and pricing details. - The desired frequency of website crawling and data extraction is daily, so a high level of commitment is required to ensure consistent data retrieval. Skills & Experience: - The ideal candidate should have experience in website crawling, data extraction, and data mining. - A background in programming or website development would be highly advantageous. - Accuracy and attention to detail are paramount for this project, as the data extracted ...

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    C# Software Code Fixing 5 days left
    VERIFIED

    Need some expert guy on C# to solve some bug here on C# Code.

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    Hi, Nee one simple PhP,MySQL app which will prompt/require for Document-URL: and extract all the short abbreviations inner in (....) from entire document(with PDF,...extensions). The report/result will like this table with 2 columns: sentence | terms-founded | string of terms | check-selection | button "do-it" Then I will select the terms by checking and then I will press the button "do-it" and the selected terms founded between (...) will be savet into MysQl Table. So for Document-URL: this is simple example of line from this report -sentence: "With the deployment of

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    I need assistance with extracting specific data from a voter list that comes in PDF format from the election commission. Here’s what I need: - Extract Name, FathersName, Age, Gender, VoterID, and SerialNumber from the PDF voter list. - Placement in a standard Excel format is acceptable, no need for any specific formatting. - Not just a one-time service, I also need a software or script that can perform this PDF-to-Excel conversion automatically in the future. Ideal candidates for this project have advanced skills in data extraction, familiarity with handling election data and proficiency in developing an automated system for convenient PDF to Excel conversion.

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    Hi David, I can't connect VSC to the Hostinger VPS. I can provide you with a file describing what I did and the problems I found. This project is about providing me with the instructions to connect VSC to the VPS and also provide the instructions I should follow to be able to edit the CrewAI files (using the CrewAI that you installed), namely pyproject.toml. , , , etc. I also need to know how to create a "tools" folder and edit files to create tools.

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    I'm looking for a freelancer who can extract all the information and workouts from the Summers Method workout app. Key Responsibilities: - Extract all workout videos - Compile exercise descriptions - Collect training schedules - Provide me with all data from the application I will provide you with login credentials to access the application and you will need to deliver everything in a PDF document/ along with videos in MP4 format. Ideally, the freelancer should have experience in data extraction, be thorough and detail-oriented. They should also have a basic understanding of workout routines and fitness. Please note that I need all the information from this app, no exceptions.

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    I need a sound expert to help me separate the bass/drum sound effect from a 1-second MP3 music clip. The task should be completed as soon as possible. Ideal skills and experience: - Proficient in audio editing - Able to identify and extract specific sound elements from a music clip - Previous experience with sound effect extraction

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    I need a developer proficient in and a good understanding in API development. I have a parameter I would like to pass which is a string value to pull an entire user object with all of the properties in a database. this would be a string parameter passed into a Get request with a response of an entire record pulled from a MySQL database and using an Interface to extract the properties into a page. This is a very small project and should only take a few minutes of time.

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    Google Cloud OCR for PDF 4 days left
    VERIFIED

    I need a skilled developer who is proficient in working with Google Cloud's OCR functionalities. The project involves the following specifics: - File Format: The OCR system should be able to extract text from PDF files, no other formats are required. - Output Format: The extracted text should be converted into a word file and worksheets. - Language Support: The OCR should be able to recognize and extract text in English only. This task requires someone with expertise in Google Cloud's OCR, the ability to generate word files and worksheets, and a solid understanding of language processing for English. High attention to detail and accuracy is crucial for this project. Basic UI is also needed for file management like input, output, split and review.

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    I'm seeking an experienced professional who can analyze selected architectural and struct...from the viewpoints of fire safety regulations and accessibility standards, and provide concrete recommendations for improvements. Key Tasks: - Thorough scrutiny of existing plans with a keen eye for code compliance. - Special focus on exit routes, fire suppression systems, and handicap accessibility features. - Presentation of clear, actionable amendments to ensure compliance with laws. Ideal professionals should have a strong background in architecture, structural engineering, and a deep understanding of fire safety regulations and accessibility standards. Experience with plan analysis and code compliance is a must. Knowledgeable opinions and clear communication will be essen...

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