Directory extraction jobs

I am seeking a proficient freelancer who can effectively extract data from six graphs (line and area) and reproduce the graph in Excel. Please review the attached Excel file for grahps (3 of them are already processed as an example). Ideal Skills & Experience: - Demonstrated ability in data extraction - Excel competence - A keen eye for detail Freelancers should include examples of their past work for consideration. Your bid should be reflective of your skills and experience. I am looking forward to viewing your proposals. Please make them as detailed as possible.

I need a script or program that can scrape data from a specific website and store user interactions in either a text file or a database. Specifically, I'm looking for the values of the buttons the user has clicked on the provided website - The goal of this data extraction is to customize user experience based on their interactions with the website. Key requirements for this project include: - Extracting the values from buttons on the website - Storing these values in an easily accessible format (text file or database) Ideal skills for this project would include: - Web scraping - Database management - Understanding of user experience customization Experience with similar projects and the ability to complete the work in a timely

Hi Hasnat K., I have a job for you, I need to make some modification on the Data Extraction bot you did for me. Can you contact me by Discord or email ? In fact I just need that extraction, brings me some new columns: -Volume at Trigger time -Max high previous trigger -Time Max high previous trigger -Max high after entry -Time Max high after entry -Max high 1mn candle close after entry -Time Max high 1mn candle close after entry -VWAP Please contact me to discuss about your avaibility and price for that mission. Thanks in advance

I require a skilled industrial designer who can create a 3D CAD iso drawing for a 100 tph gold CIL processing plant. The purpose of this plant is mainly for extracting gold from rocks and processing the gold ore, hence the design should be efficient and practical. Key Responsibilities: - CAD Design production machinery used in the extraction and processing of gold. - CAD structural elements ensuring it complement the processing plant. - USe - Map out the site layout from the on-site crusher to the tailings dam. Ideal skills and Experience: - Proven track record in industrial design, particularly with processing plants. - Expertise in machinery and structural design. - Comprehensive knowledge of CAD software. - Experience in

As a business owner, I need a meticulous and efficient individual who can extract image data from a series of PDF files. Key responsibilities: • Accurately extract image data from between 10 and 50 PDF files. • Ensure all extracted data is correctly logged and formatted. Ideal candidate: • Previous experience in data entry, particularly in handling image data. • Proven ability to work with PDF files. • Detail-oriented with high level accuracy. • Able to handle high volumes of data within a short period.

I have a one-time project that involves converting a PDF file with tables into an Excel spreadsheet. The main purpose of this conversion is to extract specific information from the tables. Key Requirements: - Convert a PDF file containing tables into an Excel spreadsheet - Extract specific information from the tables Ideal Skills and Experience: - Proficiency in Python - Experience with PDF to Excel conversion - Ability to extract information from tables If you have the skills and experience I'm looking for, please submit your proposal.

I am seeking a highly skilled professional to migrate our existing Windows Active Directory from an on-premises setup to a new Virtual Machine (VM) located in the cloud. Specifics of the current setup cannot be provided at this point, but the ideal candidate should be prepared for a potentially complex environment. The current AD is sitting ON Premises with a Public IP. We wish for the new AD VM to also be on Public IP

I'm on the lookout for a data entry expert with a solid background in text file data extraction. This project revolves around generating under 10,000 records from a text document. Skills & Experience: - Comprehensive knowledge in data entry and extraction. - Previous experience in extracting data from text files. - Ability to handle and process under 10,000 records accurately and efficiently. - Detail-oriented and organized. Please share your previous achievements and samples to help me understand your work better. Thank you!

I'm looking for a skilled developer who can assist me in creating a basic function within OpenAI's ChatGPT. This function will retrieve a number from a table, aiding me in my AI related tasks. Key Requirements: - Create a function within ChatGPT that can extra...from a table. The table will be structured similarly to the example provided in this video: Ideal Skills and Experience: - Prior experience working with OpenAI's ChatGPT or similar AI assistants. - Strong programming skills, particularly in Python, which is the language used to interact with the OpenAI API. - Knowledge of data manipulation and extraction from structured data sources, like tables. - Ability to understand and implement the requirements specified in the video example.

I'm in need of a seasoned Python developer to create a program to scrape information from Telegram channels. The main purpose of this project is to: - Develop a Python program that can successfully extract all usernames from diverse Telegram channels. Given the nature of this project, it would...program that can successfully extract all usernames from diverse Telegram channels. Given the nature of this project, it would be ideal if you possess extensive experience in Python programming. Understanding the operations and functionalities of the Telegram API is a prerequisite as well. This project requires a comprehensive grasp of web scraping principles and a consistent track record in data extraction tasks. Please bid if you are confident that you can deliver this Python progr...

I have a one-time project that involves converting a PDF file with tables into an Excel spreadsheet. The main purpose of this conversion is to extract specific information from the tables. Key Requirements: - Convert a PDF file containing tables into an Excel spreadsheet - Extract specific information from the tables Ideal Skills and Experience: - Proficiency in Python - Experience with PDF to Excel conversion - Ability to extract information from tables If you have the skills and experience I'm looking for, please submit your proposal.

I'm looking for a talented Wordpress developer who can integrate and customize the Geodirectory plugin on our website. The main goal of this project is to have a fully functional and visually appealing directory listing on our site. Key Requirements: - The Geodirectory plugin should be seamlessly integrated into our existing theme. The design of the pages should match our layout to ensure a cohesive and professional look. - The plugin needs to have a user registration page that allows for easy user sign-up and login. - The directory listing should have two key functionalities: search and filter options. Users should be able to easily search for specific listings and narrow down their search using filters. - The filters we require are location and category. These need to...

I am in need of an individual to assist in extracting email addresses of all child care centers and compiling them into an Excel spreadsh...them into an Excel spreadsheet. Key project details: - Purpose: The extracted email addresses will be used as part of a contact database. - Usage: The contact database will primarily be used to offer services or products to these child care centers. Ideal skills and experience: - Proficient in data extraction and Excel spreadsheet handling. - Ethical data practices - the extraction must be legal and compliant with GDPR and any other relevant regulations. - Previous experience in email extraction or database creation would be a definite plus. This project will require a keen attention to detail and the ability to ensure accurac...

...recognize specific tags in a template and replace them with corresponding data from the Excel sheet. - should work with PDF , Word document - Document / Arrangement Formatting MUST be maintained - Able to export into doc or pdf Experience and Skills Required: - Proficiency in web development, particularly in creating online applications. - Strong experience in working with Excel files and data extraction. - Knowledge of automation techniques to ensure smooth and accurate tag swapping. - Understanding of data structures and how to securely handle sensitive information. Ideal Candidate: The ideal candidate for this project is a web developer with a strong background in data handling and automation. Experience with similar projects involving Excel data would be a big plus. The suc...

...running Ubuntu 16.04. This system should not be dependent on the internet, and I have a c++ application already running within the Linux system. This application would need to be made to run within the arduino or other. Would like to eventually move to a chipset if able. Key Requirements: - Voice Recognition: The system should have high accuracy voice recognition capabilities. - Intent Extraction: It should be able to extract specific intents from the recognized speech. - Standalone Operation: The system should function independently without requiring an internet connection. Specific Intents: - The system should be able to recognize and act upon commands related to controlling mouse functions, such as cursor coordinates and clicks. Ideal Candidate: - Experience in ...

I'm looking for a skilled web developer to build an association website for me. The website will have all the standard association management features like event management, member directory, and document library. **Key Features:** - **Event Management:** The website should have a feature that allows me to create, schedule, and manage events. - **Member Directory:** The website should have a searchable member directory. - **Document Library:** The website should have a well-organized document library. **Financial Features:** - **Excel Accounting File:** The website should be able to accept an Excel accounting file. - **Automated Financial Data Updates:** I would like the website to automatically update the financial data. **User Access:** - **Board Members:**...

I'm seeking an experienced data specialist who can efficiently convert a text PDF file into a word document with the prime goal to extract specific sections. The particular skills and experience required for this task include: - Proficiency in PDF and Word software - Strong attention to detail - Ability to maintain original formatting during conversion Please note, the type of information to be extracted wasn't specified, so broad experience in text, image, and tabular data translation from PDF to Word is a plus. I'm hoping to have this project completed within 2 to 3 days. Please be prepared to work within this timeframe. Thank you for considering my project.

As a business owner, I need a meticulous and efficient individual who can extract image data from a series of PDF files. Key responsibilities: • Accurately extract image data from between 10 and 50 PDF files. • Ensure all extracted data is correctly logged and formatted. Ideal candidate: • Previous experience in data entry, particularly in handling image data. • Proven ability to work with PDF files. • Detail-oriented with high level accuracy. • Able to handle high volumes of data within a short period.

I'm urgently looking for an expert in creating an application capable of scanning and extracting key attributes from various documents, primarily invoices, receipts, and contracts. The intended app should ...creating an application capable of scanning and extracting key attributes from various documents, primarily invoices, receipts, and contracts. The intended app should smoothly identify and extract the following attributes: - Dates - Total Amount - Vendor Name - Tables - All other significant attributes - Clauses The ideal candidate should have proven experience in App development, Document Data Extraction, OCR and deep learning technologies. A sense of urgency is also crucial given the project needs to be completed ASAP. If you satisfy these requirements, I look forwa...

I need assistance with my Python code. My goal is to automate a specific task: extracting and transferring data from one script to another. - You would have to understand data manipulation through Python, as it's very crucial for the successful execution of this task. - Extensive experience with Python libraries and automation is highly desirable. - Familiarity with data extraction would be beneficial. Ultimately, your job would be to streamline the task in such a way that it becomes completely automated, requiring little to no manual intervention. If you're a proactive problem-solver who can think on your feet, apply now.

I'm in need of a web scraping expert who can extract daily car rental prices from and deliver this data to me in Excel format. Key Requirements: - Extract car rental prices from - US based locations - Deliver the scraped data in Excel format Ideal Skills and Experience: - Proficient in web scraping - Experience in extract...scraping expert who can extract daily car rental prices from and deliver this data to me in Excel format. Key Requirements: - Extract car rental prices from - US based locations - Deliver the scraped data in Excel format Ideal Skills and Experience: - Proficient in web scraping - Experience in extracting data from dynamic websites like - Able to automate daily data extraction - Proficient in delivering data in Excel format

I require expertise in mobile tracking specific to Android, with the focus on deep analysis of Whatsapp chats. - Data Extraction: The service should comprehensively extract media files that include photos, videos, and audio. Additionally, text messages and even deleted chat history need to be obtained. - Accessibility: I currently have physical access to the target Android device for the required setup or software installation. Ideal Skills: - Proficiency in Android OS and understanding Whatsapp functionalities. - Experience with data extraction and recovery. - Familiarity with mobile tracking and surveillance tools. Your task will be both challenging and sensitive, demanding utmost ethics and discretion.

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?

...Determine the percentage of executable statements in the software that are executed by the test cases in the test suite. 2. Branch Coverage Objective: Identify and report the number of acyclic paths through the program’s control flow graph that are covered by the test suite. Input Specifications Your program should take 2 command-line arguments: The path to a Python script The path to a directory containing a set of input (.in) files It should be called using the following command: python <python_program> <input_file_dir> Output Specifications Your program should produce output indicating: Statement Coverage: The percentage of statements executed during testing. Branch Coverage: The percentage of acyclic paths executed during testing. For example: Sta...

I'm looking for a skilled designer and developer to help me create a custom online business directory with advanced search functionalities. The directory will include essential information such as business listings and contact details. Users should be able to search for businesses based on their name, location, services, and products offered. Key features of the project would be: - Comprehensive Business Listings: The directory should be able to accommodate a wide variety of businesses, so a well-structured and easily navigable layout is crucial. - Advanced Search Capabilities: Users need to be able to search for businesses based on specific criteria. This includes searching by name, location, services offered, and products available. - User-Friendly Design: The...

...0c3f155fe23d2939038 3 1 39f63dbdce9207b87878290c0e3983e84cfcecd9 1 1 5ca4abab527f6b0270e50548f0dea30638c9b86e 0 . . . 2 2 Prerequisites (Steps to be followed before starting to code) 1. Download the zip file. 2. The code has been tested with Python 3.10, so to ensure that you do not run into any problems related to versions, install and use Python 3.10 for subsequent steps. 3. The top of the directory contains and requirements.txt. Run the following command to first install all dependencies from there: pip install -r 4. Run python main.py. If everything goes well, you will see the following output: This means your indexes were successfully created. 5. Navigate to s2/intermediate/ folder where the indexes are stored. s2/intermediate/ is the inverted index

...to minimize disruption. I am particularly looking for the solution architecture to equip the ITSM system with the following functionalities: - Incident management: that will allow us to efficiently handle any unexpected disruptions. - Problem management: helping us to minimize the impact of incidents that cannot be prevented. - Service Catalog: offering a structured and intuitively organized directory of all the IT services we deliver. The new ITSM system is projected to be used by over 100 users, hence the architecture design should be able to effortlessly accommodate this user load, ensuring a smooth, glitch-free experience. Ideal Applicants would have substantial experience in designing scalable, secure, and seamlessly integrable system architectures. A strong background in IT...

We are seeking a highly skilled Power BI Expert with a strong focus on managing and analyzing P...Analyze and report on DataFlow configurations and performance, suggesting improvements and optimizations. Collaborate with cross-functional teams to enhance data-driven decision-making through detailed metadata analysis. Requirements: Proven expertise in Power BI, with a deep understanding of DataFlows and Power BI RestAPI. Demonstrable experience in scripting with PowerShell for data extraction and automation. Strong track record of handling complex data sets and creating interactive reports and dashboards. Excellent analytical skills with a focus on details and accuracy. Ability to interpret and utilize metadata from DataFlows to drive improvements and decisi...

...need an automation system that will take care of content posting. This will be in various formats including text, images, and videos. - Data Extraction: The second task involves extracting data from different Facebook groups. The data to be captured includes; links, emails in both posts and comments, images, videos, and other details like links in comments. Frequency of Extraction: - The data extraction process is not fixed to any specific time frame; it should run on-demand, according to our needs. Ideal Skills: - Strong knowledge of Puppeteer - Experience with Facebook API - Proven track record in automation - Solid experience in data extraction. Please make your bid by providing examples of similar projects you've completed in the past. Your u...

I'm looking for a qualified data scraper for a specific platform-oriented task. Your task includes: - Extraction of product information such as Reference, type, value, bedroom, suite, garage, land area, useful area, total area, neighborhood, city, address, description, name of the condominium, development, pickup, registration date, date update, website, owner name, owner email, owner phone, owner category. pickup owner. - Download all images related to each product and save them in a separate folder named according to the product code reference. Ideal candidates will have demonstrated experience in web scraping, data mining, and handling a substantial volume of data extraction for digital products. Proficiency in automated image collection and classification is manda...

I need to extract data from multiple Excel files and visualize them in a separate sheet using line charts. This project involves: - Creating a separate sheet in Excel to display the data from several Excel files - Imp...them in a separate sheet using line charts. This project involves: - Creating a separate sheet in Excel to display the data from several Excel files - Implementing a system to automatically update the data - Generating line charts based on the data Ideal skills and experiences for this project include: - Proficiency with Excel, including data handling and visualization - Experience with data extraction and integration - Expertise in creating and customizing line charts The project requires high attention to detail and the ability to work methodically with large...

I'm looking for a skilled data scraper who can extract specific information from Hungerstation mobile app and compile it into a spreadsheet. Key Req...extract specific information from Hungerstation mobile app and compile it into a spreadsheet. Key Requirements: - The data I'm interested in are the menus and prices of the restaurants listed on the app. Deliverables: - The final output should be a well-structured, easy to navigate spreadsheet containing all the menus and prices from the app. Ideal Skills: - Experience in data scraping and extraction - Knowledge of extracting data from mobile apps - Proficient in compiling data into spreadsheets Please apply if you have the skills and experience required for this task. Feel free to ask any questions for clarificatio...

...Requirements: - Directory Submissions: You will be generating backlinks predominantly through local directory submissions. I'm seeking specialists who know how to ensure that these submissions adhere to the highest SEO standards and are done methodically to avoid any negative SEO impacts. - Local Emphasis: Be aware that this project requires a focus on directories within my city. Knowledge of local SEO strategies will be highly valuable to me. - Teamwork: This job is for an experienced team equipped to handle the quantity of work. An understanding of SEO trends and algorithm updates is essential. - Keywords: Deliverables should include optimization for 30 keywords that I'll provide. Freelancers with a track record of effective local SEO strategy and a thor...

...Python developer working with Selenium to develop two separate apps. These apps are required to automate the submission of URLs from Text file to two different directory websites. Both websites only accept one URL submission at a time, therefore I need a solution to streamline this task. The data to be submitted is URLs only, with no additional company, product, or service details to be included. Key tasks include: - Building a user-friendly application that can handle and submit multiple URLs to each respective website - Ensuring each app is configured to submit URLs in the specific format or template required by each directory website Ideal skills for this project: - Proficiency in Python and Selenium - Strong experience in web scraping and automation - Attention t...

I'm looking for a skilled developer to create an online interface which can upload a Word document a...extract a range of fields from the Word document, such as Title, Author, Date, Description, and Quantity. - Metadata Extraction: The primary focus of this project is to extract specific metadata from the document, specifically Date, Description, and Quantity. - Populate Database: The extracted data should then be used to populate a database. Ideal Skills and Experience: - Proficiency in programming languages and tools for working with Word documents. - Experience in developing data extraction and parsing tools. - Familiarity with creating web interfaces for document management. I'm looking for a professional who can deliver a reliable and user-friendly tool for...

I require a software solution that can extract and unlock full calibration data from a sensor for further analysis. The software m... Key Features: - should be able to fully extract the calibration data from the sensor - the tool should be user-friendly and have a clear interface - the software should have a USB connection for the sensor - the software should be able to output the data in a readable format for further analysis Ideal Skills: - Proficiency in software development - Experience in sensor calibration and data extraction - Familiarity with USB connections and software interfacing - Strong understanding of data analysis and presentation The project will require a combination of technical and practical skills, so please only apply if you have the necessary experience in t...

I need a skilled individual or team with the capability to enhance the legibility of writing on moderately blurry financ...have access to necessary software or techniques to improve legibility. Deliverables: - Extracted content from these documents in JPEG/PNG format, neatly organized and easily readable. Skills and Experience: - Prior experience in digital image enhancement and manipulation is highly desirable. - Familiarity with financial documents such as checks would be advantageous. - Technical skills in data extraction from images and OCR tools are key. Your mission, should you decide to accept it, is to enable us to decipher these financial documents clearly. Time and accuracy are of the essence in this project. All we need is one document...we are seeking the name and t...

...the tasks I need assistance with are: - Detect and eliminate the remaining virus/malware threats - Ensure the removal is comprehensive, with no residual issues - Update the outdated newspaper theme of the website () Help reinstalling/updating plugins - Sabai Business Directory (keeping existing categories and businesses in the directory) - The ideal freelancer for this job would have a solid background in website security, specifically with virus and malware removal. Understanding of WordPress theme updates is also crucial. Any previous

...track record of automating tasks and creating formulas - Experience in generating reports based on financial data, specifically S&P500 Index - Strong analytical skills to ensure the calculations and data analysis are accurate and reliable - Excellent communication skills to understand my requirements and provide regular updates Some of the key responsibilities and tasks include: - Automating the extraction of S&P500 Index data - Creating formulas and calculations to analyze the extracted data - Developing a template for generating reports based on this data - Ensuring the automation is error-free and the reports are accurate - Providing regular updates on the progress and seeking feedback for improvements If you have the necessary skills and experience, please bid for t...

I'm in need of a Pinescript developer who can extract the source code of an invite-only script on TradingView. I'm looking to replicate this script for my personal use, with no need for customization. Key Requirements: - Proficiency in Pinescript and experience with TradingView scripts - Ability to extract the source code of invite-only scripts

I'm 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 ...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: * Proficiency in R for Data Analysis * Strong understanding of Descriptive statistics and Regression analysis * Experience with large data sets * Able to execute data extraction from surveys and databases. This is a rigorous role that requires an expert who can extract meaningful insights from data, and I believe you could be the perf...

I require a professional web scraper to collect both text (data points) and images from a long list of web pages about hotels and destinations. - The project involves saving the actual images of destinations/hotels —not just their URLs...destinations. - The project involves saving the actual images of destinations/hotels —not just their URLs—from every webpage. - As for the text content, I'm particularly interested in several points - The extracted data and saved images should be meticulously organized in an Excel sheet for easy review and reference. Ideally, I'm seeking someone with an extensive background in web scraping and data extraction. Being proficient in Excel would be a significant plus. Accuracy, attention to details, and reliability are ...

As a project manager, I am seeking a dynamic freelancer well-versed in extracting text data from digital documents and inputting it into a specific software application. Key Responsibilities: - Accurate extraction of text data from digital documents - Seamless data entry into pre-designated software application Ideal Skill Set: - Proven experience with data entry tasks - Proficiency in the use of software applications for data entry - Attention to detail and high levels of accuracy - Familiarity with handling digital documents This task requires not only speed but also accuracy, and a strong understanding of the software application where the data will be entered. Looking forward to working with data entry specialists who are rigorous, detail-oriented, and efficient.

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...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...

I am in need of a skilled individual who can meticulously extract table data ...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 pages and can ensure that no data is lost or incorrectly transcribed in the transition f...

they closed it? collect information from a directory for our event, which lists approximately 2590 partners. The information must be obtained from subpages 1. Logo (embedded in excel and folder) 2. Company Name 3. Stand number/code 4. "Why Visit Our Stand" Section 5. Brands 6. Description 7. Company Activity 8. categories 9. Regions 10. Gallery (embedded in excel and folder) 11. Follow us section (social media links) 12. Website 13. Email(s) 14. Company Address 15. Company phone number

they closed!! collect information from a directory for our event, which lists approximately 2590 partners. The information must be obtained from subpages 1. Logo (embedded in excel and folder) 2. Company Name 3. Stand number/code 4. "Why Visit Our Stand" Section 5. Brands 6. Description 7. Company Activity 8. categories 9. Regions 10. Gallery (embedded in excel and folder) 11. Follow us section (social media links) 12. Website 13. Email(s) 14. Company Address 15. Company phone number

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)

...database software to authenticate users with local Active Directory (AD) credentials. Key Requirements: - Authentication: Set up the database to authenticate users with their local AD credentials. This is crucial for security and access control. - Seamless Integration: Ensure that the connection between the database and the AD server is seamless and reliable. - User Management: The system should allow for easy management of user privileges, ensuring that the right people have the right levels of access. Ideal Skills and Experience: - Experience with Postgres: You should have a strong background in working with Postgres, particularly in a configuration and security context. - AD Integration: A deep understanding of Active Directory and how to integrate it with other s...

I'm in need of a seasoned professional to help me specify a smoke fan for a residential building. This is to ensure the correct fan is chosen and installed for effective smoke extraction. Key requirements: - Expertise in smoke ventilation systems - Experience with residential ventilation design - Knowledge of various smoke fan products - Ability to provide comprehensive fan specifications - Understanding of local building codes and standards for residential installations The ideal candidate will be able to provide a detailed specification for a smoke fan, that is compatible with electricity, and suitable for residential use. This would include details on the fan type, size, power requirements, and installation considerations.