Macro extract data website punët

...desktop software developer to create a robust recruitment agency software with advanced features. Key Features: - Candidate tracking: The software needs to efficiently manage candidate profiles, applications, and communication. - Job posting: A user-friendly interface for posting job listings, including editing and removing listings as needed. - Resume parsing: Ability to automatically parse and extract key information from resumes to streamline the recruitment process. - ATS: Incorporation of an Applicant Tracking System (ATS) to manage the hiring process from initial application to final placement. Platform and Integration: - The primary platform is desktop, so experience with desktop application development is essential. - While I haven't specified integration needs, ex...

I am looking for an experienced Scala developer to implement a specific functionality in a data processing environment. The aim is to process text data more efficiently. Key Requirements: - Deep knowledge of Scala and spark - Proven experience in data processing, notably with excel, json and text data - Ability to deliver clean and efficient code The ideal candidate should be able to show previous projects where they successfully implemented or improved similar functionalities.

I am looking for an experienced freelancer capable of creating a simple web scraping tool, able to extract text content, images, and links from a specific url (you just need to do one single url and I take it from there). The extracted information should be in a python dictionary and saved to pkl Skills: - Experience in web scraping - Proficient in handling js and automation This is a very simple project for the right individual. I need all the visible info and images (no maps) plus the info in the JS that must be reached by clicking a button. This is a couple of hours of work max, and needs to be done in Python and for today. I will provide the URL when I make sure you can handle the job. Thanks

...seeking an intelligent R Data Analyst who will help uncover crucial insights from our vast sources of data. Your technical acumen and in-depth understanding of statistical techniques will be instrumental for the role. The project's expectations include: * Applying statistical techniques like Descriptive statistics and Regression analysis to our data sets for in-depth understanding. * Identifying patterns and trends that give insights into our operations. * Evaluating the effectiveness of our current programs and implementations. The data for these tasks will mainly be sourced from our extensive surveys and databases. A keen eye for detail and a strong understanding of data manipulation and interpretation are necessary. Ideal Skills: * Proficie...

...any website URL or document, scan the website/document for relevant data, and then interact with an AI model to retrieve information from the scanned website. The application will also include a chatbot feature that can be easily integrated into other websites as a microservice. Additionally, the application will support payment methods for premium features. Requirements: Website / Document Scanning Functionality: * Users should be able to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model Integration: * The application should integrate with an AI mo...

...facilitate the synchronization of various data between Loyverse and Odoo 17. Key Requirements: - Synchronize Products, Invoices, Credit notes, Payment In, and Payment Out data from Loyverse with Odoo 17. - The synchronization should be manually initiated, meaning there is no requirement for automation or scheduled synchronization. Additional Details: - The task will include working with the Loyverse access token to effectively extract data from the POS. - The implementation should take into account potential data duplication and handle it appropriately, either by selecting a specific period or checking for duplicate records. Ideal Candidate: - Proficient in both Loyverse and Odoo 17. - Past experience working on similar synchronization projects. - S...

I'm in need of a thorough and meticulous Legal Scrutiny Report Specialist. The ideal candidate will assist me in reviewing and preparing a comprehensive legal scrutiny report. Key Responsibilities: - Verifying Property Deeds and Mortgage Documents: You'll help ve...Preparing Title Report: You'll be responsible for analyzing the verified documents and preparing a detailed title report. Skills and Expertise: - Legal Research: A strong background in legal research is essential for this role. - Attention to Detail: Given the importance of accuracy in legal documents, a keen eye for detail is crucial. - Analytical Skills: The ability to analyze legal documents and extract relevant information is a must. - Title Report Writing: Experience in drafting and writing title rep...

I'm in need of a highly skilled MATLAB professional to extract edge data from color profiled JPEG images. Specific edge information is essential for my project so your strong background in image processing is vital. You should be proficient in working with JPEG formats, and extracting edge data specifically. Key responsibilities: - Edge data extraction from color profiled JPEG images - Proficient use of MATLAB for data extraction and re-plotting purposes. Ideal experience: - High proficiency in MATLAB - Detailed understanding of JPEG image formatting - Image processing with a focus on edge data extraction.

...meticulously extract table data from approximately 7500 pages of PDF files and transfer the data to Excel. The PDF tables are consistent across all pages, maintaining a fixed column structure which you need to duplicate in the Excel spreadsheets. The data you will be working with is primarily text-based as opposed to numerical. Necessary Skills and Experience: - Excellent attention to detail - Proficiency in optical character recognition (OCR) processing - Experience with data scraping or extraction - Valuable skills in MS Excel - Familiarity or experience with PDF data extraction software Swift and accurate execution is essential for the successful completion of this project. Please only apply if you are comfortable handling a high volume of...

I need a skilled professional to analyze a given trajectory in .xyz format and specifically extract the non-Gaussian parameter. i will help you to understand the work. Ideal Skills: - Experience in scientific data analysis and trajectory interpretation - Ability to extract non-Gaussian parameters - Proficiency in using tools for data analysis The task involves: - Analyzing the trajectory in .xyz format - Extracting the non-Gaussian parameter (specifically, the kurtosis, skewness, or other higher moments)

...should reverse engineer API from mobile app because lazada blocks and throws captcha on web website is lazada . The script should work like i enter something in search box and it should scrape all the products from that search query Key Responsibilities: - Extract the following information: product names, prices, descriptions, stock, images, seller information, and product URLs. This list encapsulates the attributes you need to pay the most attention to. - Organizing the scraped data: The data, once scraped, must be organized in a well-structured CSV file. Ideal Skills: - Strong experience with Python. - Proficiency in web scraping tools. - Attention to detail to ensure all the mentioned data attributes are included. - Familiarity and experienc...

I have a snowboard with a graphic that I truly love. Unfortunately, I don't have high-resolution pictures of this graphic. I'm seeking someone who can "extract" this graphic based on pictures of it, and also slightly enhance the graphic's resolution during the process, while keeping costs reasonable. The nature of the project involves the following key requirements: - Graphic Extraction: I'll provide you with pictures of the snowboard, and I need you to extract the graphic that I'm fond of. The graphic has some wear marks, which I would like to have removed in the extracted version. - Resolution Enhancement: Although I don't have high-resolution photos, I'd appreciate if you could slightly enhance the resolution of the graphic d...

I'm looking for a skilled individual who can help me read a file and extract specific data from it. Key Requirements: - Extraction of File names, File sizes, File creation dates, and messages stored in the DB file. - Ability to adapt to extracting all messages or specific ones, depending on my future needs. - Delivery of the extracted data in a Spreadsheet format, preferably Excel or Google Sheets. Ideal Skills and Experience: - Proficiency in reading and interpreting files. - Advanced skills in data extraction, particularly from database files. - Experience in delivering data in a spreadsheet format. - Flexibility to accommodate future changes in the extraction requirements. - Strong communication skills to clarify requirements and deliverables...

...programming expert, with a solid understanding of large data set analysis. As this project is focused on predictive modeling, specifically regression models, your skills and experience should highlight your familiarity and expertise with the following tasks: - Statistical Analysis: Your main task would be centered around executing statistical analysis and modeling using R programming. The project primarily requires predictive modeling, like regression and machine learning techniques. - Regression Models: Given the nature of this project, it's critical that you have a keen understanding of regression models. Your role would entail using these models with R programming to analyze the large data set provided. Your ability to handle large data sets, extract...

we can do a task in different ways: I want to extract text from images with but I have a vulnerability error code which concerns , firestore and others I don't see any report but that's it for me prevents us from going further to remove these vulnerabilities? or maybe a multimodal llm (I used the most famous one and had very good results) but I would like an open source llm (I use lm studio but I am open to other suggestions) rather specialized in this task who can offer me this rare gem and/or who implemented this type of solution?

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I am in need of a talented developer who can create a program for me. T...able to provide me with real-time updates from the specified social media platforms. - Analytics tracking: I require the program to track and present me with analytics surrounding the feeds, specifically engagement metrics. Data Extraction: - The program should be able to extract and present: - Post content: The text, images, videos, or other forms of content from the feed. - Engagement metrics: Information regarding the engagement of the content (likes, comments, shares, etc.) Ideally, you should have experience in social media API integration and data extraction. Knowledge of real-time application development is a plus. Please provide examples of previous projects you've worked...

I need help recovering funds stuck in a website. It's essential that you can hack into the website to access the user login credentials, transaction history, and bank account details. Key requirements: - Recover funds: The main objective of this website hacking project is to recover the money that is currently inaccessible. - Extract specific data: I need you to extract user login credentials, transaction history, and bank account details from the website. - Bypass security measures: The website is protected by encryption and a firewall, so you must be capable of bypassing these security measures to access the information needed. Ideal skills: - Ethical hacking: Proven experience in ethical hacking is a must. Please note that ...

I'm in need of a web scraping wizard who can help me extract text data and profiles from Twitter website. Key Requirements: - The ability to scrape text data and profile information efficiently and accurately. - Experience in web scraping, with a strong portfolio showcasing past work in similar projects. - The time for scraping a post and profile must be less 3 seconds without using Twitter API. The final deliverable should be in a format that's easy for me to analyze, but I'm flexible on whether it's a CSV file, Excel spreadsheet or a database format. Please describe your past work examples with your application. Write "Blue" on the head of your bid if you are not a bot.

...requests from our website containing JSON data. - Data Preparation: The received data's strings and parameters will be prepared for further processing. - Open App and Navigate to Registration: Automate will open the designated app and navigate to its new user registration activity. - Fill Registration Form: Automate will insert the data's strings and parameters into the registration form fields. - Submit Registration: Automate will press the send button on the registration form to submit the data. - Wait for Response: Automate will wait for the app's response regarding the registration result. - Process Response: Upon receiving the app's response, Automate will extract the response text and prepare it to be JSON data. - Send ...

Necesito combinar un archivo excel que lo extraigo de un programa extranjero (1r archivo), y que debe añadir de otro archivo (plantilla proveedores) un dato para obtener una excel final (plantilla). El programa debe permitir insertar el archivo inicial, que consulte otro excel para añadir su CIF (el software es extranjero i no lo incluye) i transformarlo en el final (plantilla). Lo suyo sería, inserte archivo inicial, para extraer el archivo final

I need a proficient software developer to create a Windows software that can scan COM port on a local machine, read and analyse various data formats including CSV, JSON, and XML. This software should have key features such as: 1. Data Reading & Analysis - Extract data from COM port in CSV, JSON, and XML formats. 2. Custom Filtering - Provide an option to select specific data to be posted to RSS feed. Two main custom filtering options should be considered: - Filtering by data type - Filtering by keyword Ideally, the freelancer should have strong skills and experience in software development for Windows, with a keen understanding of data formats and RSS feeds. Deep knowledge of COM port operations will be a significant plus.

...who is proficient in data analysis, visualization, and data science to work on an array of data types including financial, customer, social media, and pharma data. Key Tasks: - Data Analysis and Visualization: You will be given various sets of data which you will need to efficiently analyze and create meaningful visualizations. - Web Scraping and Automation: Knowledge in this area is desirable but not necessary. - Django Web Development: Again, not a necessity but would be considered a bonus. Objectives: - Efficiency Improvement: Assist in identifying areas of operational efficiency and suggest or implement changes accordingly. - Cost-Saving Opportunities: Use the analyzed data to identify potential areas for reducing costs. - Decision...

I need a Python code to perform data analysis on text data sourced from tables. This project emphasizes the importance of being highly familiar with Python and its data analysis and text processing libraries. Key tasks: - Extract text data from tables - Perform comprehensive text data analysis Ideal skills: - Proficient in Python - Extensive experience with data analysis and text processing libraries - Familiarity with table data extraction - Strong understanding of text data analysis techniques and methodologies. I look forward to hearing from experts in Python data analysis. This is a chance to demonstrate your ability to solve complex data processes.

Our SaaS site () is getting a bit old. We need an experienced designer/front-end developer to completely freshen i...freshen it up,We operate in the Web Scraping industry and would like our new site to stands out w.r.t. competition. We want a site that's easy on the eyes and presents our product offering better than how it is currently presented. Requirements =========== . New home page should have a section for testimonials/clients and a section for awards/review badges. . Each product (currently scrape and extract) have their dedicated page. Their illustrations need to be redone and the scrape page should have some icons/illustrations on top of each "Applications" box. . We need a new nav menu item for "Resources". The site footer section will also host...

I'm in need of a website that is secure and provides my clients with the ability to register and login. The key features of the site should be: - User registration - User login - User profile creation My clients should also be able to access an Excel file on our Onedrive cloud and extract pricing information from there. Finally, they should be able to submit their orders directly to us via email. This includes order details such as description, price, and delivery instructions. Additionally, clients should be able to attach relevant files to their orders. The ideal candidate for this project would have vast experience in secure website development, Microsoft Onedrive integration, and email integration. Familiarity with order processing systems would also be a k...

...can help me with two specific aspects of my project: performing advanced data analysis and creating macros to automate repetitive tasks. Key Requirements: - Data Analysis: You should be well-versed in data visualization, statistical analysis, and data cleaning and manipulation. Your ability to extract insights from complex data sets and present them clearly is crucial. - Macro Development: You will be responsible for automating repetitive tasks in Excel, including generating reports, automating data entry, and creating efficient formula calculations. Your macros should be user-friendly and easy to maintain. Ideal Skills: - Proficiency in Excel, including advanced functions and VBA programming - Strong background in data a...

I'm seeking a Python developer who's proficient in web scraping to help me extract data from social media platforms. Key Responsibilities: - Develop and implement a Python script for web scraping data from social media channels. Deliverable: - The scraped data should be compiled and delivered in an Excel spreadsheet for further analysis. Ideal Candidate: - Proficient in Python with a strong background in web scraping techniques. - Prior experience in scraping data from social media platforms will be a big plus. - Ability to deliver the end results in an organized, neat and easily accessible format, such as an Excel spreadsheet. Please reach out if you think you're the right fit with the necessary expertise.

I'd like to extract the phone numbers of real estate agents from a particular website Key Requirements: - Extract agent contact information Ideal Skills and Experience: - Proficiency in web scraping - Experience with data extraction and automation - Strong understanding of data privacy laws and regulations Please note that the data is intended for internal use only and will not be shared with any third-parties.

...can read and extract characters from digital/Mechanical meters. The purpose of this OCR system is to process images captured by cameras in real-time. The OCR system will be used for analyzing the data extracted from the digital meters, so a high level of accuracy is required. Key Requirements: - Develop an OCR feature that can accurately read and extract characters from digital meters - Implement the system to process images captured by cameras in real-time Ideal Skills and Experience: - Strong background in OCR technology, python, Tesseract, customized ocr readers, particularly with processing images from cameras - Experience in developing systems for specific industrial use cases is a plus electric meters, kwh meters etc. - Ability to handle a large a...

I need a skilled professional to analyze a given trajectory in .xyz format and specifically extract the non-Gaussian parameter. i will help you to understand the work. Ideal Skills: - Experience in scientific data analysis and trajectory interpretation - Ability to extract non-Gaussian parameters - Proficiency in using tools for data analysis The task involves: - Analyzing the trajectory in .xyz format - Extracting the non-Gaussian parameter (specifically, the kurtosis, skewness, or other higher moments)

...help me create a set of macros in Excel. The purpose of these macros is to automate the process of generating multiple files from a base Excel file, specifically for the task of data analysis. Key Requirements: - The macros should be designed to create multiple Excel files from a single base file. The output files should maintain the formulas, formats, and templates of the original file. - The macro should be designed to run on a monthly basis. - The output files can have the same format with different data. The ideal candidate should have: - Proficiency in VBA and Excel - Experience in creating macros for data analysis - Ability to deliver a reliable, efficient, and well-commented solution. I need this to be delivered in the next 2 days. If you have prio...

I am looking for a software solution to extract exam questions and answers from PDF files and organize them into an Excel spreadsheet. The extracted data should be structured such that each question is listed in one column, its corresponding answers are listed in subsequent columns, and each row represents a single question and its answers. Project Requirements: PDF/Doc Parsing: The software should be able to parse PDF/Doc files containing exam questions and answers. Extracted data should include the question text and its associated answers. Data Organization: Questions should be listed in the first column of the Excel spreadsheet. Answers should be organized in subsequent columns, with each answer corresponding to the respective question. The number of column...

I am urgent...in need of a freelancer with skills in web scraping, data extraction and web crawling. Your task will be to gather specific information from an online directory of race events throughout the world. Key Responsibilities: - Set up a weekly automated web scraping process. - Extract and deliver the following data points: Event name, Event date, Event location, online registration page, contact form page, and contact information along with some other info that we can grab. Required Skills and Experience: - Proficiency in web scraping and data extraction. - Capable of setting up an automated weekly process. - Ability to perform the task ASAP. - Strong attention to detail to ensure accuracy of information. Please note that timeliness and data a...

...Email, using Pulover Macro and AHK where needed. Requirements include: - Automating a series of tasks in Microsoft Excel. This includes data manipulation, data analysis and reporting. The process is already mapped out and can be shared with you. - Using Pulover Macro and AHK, as well as VBA to facilitate the automation process. - Ensuring the automation process involves uploading files to Sharepoint, sending messages on Teams, and emails. The key deliverable for you is not just the completion of the automation process, but a clear and concise explanation of each step once the task is finished. This will be crucial for future troubleshooting and independent management. Ideal skills and experience for this role would include: - Advanced and proven experien...

We're looking to automate our timesheet comparison process. Our current timesheet data is in two online platforms and the automation workflow needs to run on a weekly basis and compare the 2 timesheets. Key Tasks and Requirements: - Create a data entry automation flow that will extract data from our current online platforms. - The data has to be extracted for 2 pay periods from platforms - 1st to 15th and 16th to End of Month for every month. - compare the 2 data sets by employee and date. if there is a mismatch, it needs to be flagged. - send email to the employee and reporting manager about the mismatch. - send highlevel email to operations head about all mismatches so that he can followup with the managers. - Schedule this automated ...

I'm looking for an experienced Wikipedia editor to create a page for my company. We already have a website so the information will be derived from there. The page should be a basic summary of the company, highlighting our key offerings and what distinguishes us in our industry. It should be well-researched and comply with all Wikipedia guidelines. The ideal candidate will have: - Proven experience in creating Wikipedia pages for companies - Strong research skills to extract relevant information from our website - Excellent writing skills to summarize the information in a concise and engaging manner - Comprehensive understanding of Wikipedia guidelines and policies If you have experience with similar projects, please provide examples of your work. Looking fo...

I'm looking for a skilled data scraper who can help me extract contact information from Website 1 and deliver it in Google Sheets. Key Requirements: - Scraping: The primary task is to scrape contact information from Website 1. - Data Delivery: I prefer the scraped data to be delivered in Google Sheets. Ideal Skillset: - Web Scraping: A strong understanding of web scraping techniques and tools is essential. - Data Handling: Proficiency in handling and organizing data in Google Sheets is preferred. Please ensure that you have prior experience with similar projects and can provide a sample of your work for review.

I am seeking a skilled freelancer to manage my MLS listings. Your responsibilities will include: Propli task: New Development upload Requirements: we are looking for a data entry team to upload and update the details of new development constructions project on the Costa del Sol (southern Spain) As a starter project, we will provide you access details to one developer’s website (Nvoga) where they have 11 different projects listed. Your “intro” job will be to extract the information from the “Salvia” development (No.3 on the page) in that site and insert it into our site. We have also provided a few videos showing a complete walk-through of the process 2 of the projects which you should be able to use as a reference. Once we have checke...

Crawl, extract, build and publish all Docker Hub, , GitHub, BitBucket, GitLab, Snapcraft, Flatpak, AppImages, DC++, eMule, BitTorrent and SoulSeek as deb packages (APT repository), from ISO, container images, and source code files. Also will run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository), and it will also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository), and it will also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

I'm seeking for an expert in Excel VBA with strong debugging and troubleshooting skills along with the ability to optimize the performance of existing macros. The key responsibilities would be: - Debugging and troubleshooting my created Excel VBA Macros - Enhancing the efficiency and performance of these Macros - Inclu...the efficiency and performance of these Macros - Inclusion of new features as required - And finally be able to explain the code for each module. What I'd really value is a clear and concise explanation of what each module does, and this requirement would be fulfilled best by providing detailed comments in the code. This project is perfect for anyone with a deep understanding of Excel VBA, Macro functionality, and a passion for clear and enlightening...

I'm in need of a very simple and lightweight website that is able to display PDF files and perform a variety of functions on the extracted text. Key Requirements: - Display PDF files: The website should have a viewer that can display PDF files. - Extract OCR text from PDF: The website should be able to extract and display text from PDFs that have FRACTUR font. - Translate OCR text: The extracted text should be automatically translated to Polish. - Text input: The website should also feature a text box where users can input text. Ideal Skills and Experience: - Proficient in web development and PDF handling. - Experienced in OCR text extraction. - Familiar with translation APIs for automatic translation. - Strong understanding of UX/UI for imp...

...wanna create script in extracting or scraping the subscriber data from a large Telegram channel and groups. The ultimate goal is to invite these subscribers to my own channel. Key Results: - Extract or scrape customer data from specified Telegram channels or Groups. - The type of data required is mainly (phone number - user) - Extracting data from private channels or groups - Provides a complete list of extracted customers - Ensure customer data is ready to easily import into my channels for invitations Ideal Skills & Experience: - Proficiency in web scraping tools and techniques - Experience with Telegram algorithms - Experience with Telegram API or similar platforms - Proven track record in handling and managing large amounts of data...

...which brings six Gulf nations together, i.e., Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, and the United Arab Emirates. Introducing GCC Tax Laws GPT GCC Tax Laws GPT leverages the power of Generative Pre-trained Transformers (GPT) technology to create an intelligent and user-friendly solution for GCC Tax Laws compliance. Here's how it will work: • Automated Data Analysis: GCC Tax Laws GPT will be trained on vast amounts of GCC Tax Laws data, enabling it to analyze invoices, receipts, and other financial documents accurately. • Personalized GCC Tax Laws Guidance: GCC Tax Laws GPT will analyze your company's specific GCC Tax Laws profile and generate customized reports and recommendations for optimized GCC Tax Laws compliance. • Reduced Errors: GC...

The project would be to read product data from the magento 2 api, send it to the rocketsource api, process the data and with that processed data save, save it to magento 2 using their api. It would not be all the data, it would be some attributes depending on some specific rules. Extract data of magento (api) -----> Send to Rocketsource (api) ----> Save selected data to magento (api) All in one process.

I need a professional data extractor to extract leads from websites on a weekly basis. Key Requirements: - Extracting email id and mobile numbers: The task involves scraping textual data only, and not images - Websites as source: The data should be scraped from various websites, so a good understanding of web scraping is crucial. - Weekly updates: The extraction will need to be performed every week, so the ability to automate or efficiently manage unique scraping is essential. Ideal Skills and Experience: - Web scraping: Proficiency with tools and techniques for web scraping, especially for textual data. - Automation: Experience with automating scraping processes for repeated extraction. - Accuracy and reliability: The extracted data must be co...

I am looking for a data scraper to extract information from the JazzCash agent locator list available on their website (). Key Requirements: - I need the data to be delivered in an Excel spreadsheet format. - The specific details that I require for each Jazz locator are the Name and Address, along with the Services offered. - The scraping needs to be done only once; it will not be recurring. Ideal Skills and Experience: - Proficiency in web scraping, particularly using tools like Python's Beautiful Soup or Scrapy. - Experience in extracting data from websites with dynamic content. - Strong attention to detail to ensure accurate data extraction. - Previous experience with similar data scraping projects will be an advantage. I am parti...

I'm in need of a macro for MS Word that can automate repetitive tasks. - The ideal trigger for this macro would be a custom button integrated into the ribbon. - The macro should be designed to work solely within Word - The key goal is to automating tasks that I frequently perform. I'm looking for a professional who's experienced in creating MS Word macros. The ability to understand the nuances of my workflow and translate that into an efficient and reliable macro is crucial.