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...and contact information, demographic information, purchase history) of customers on a sample customer file. The collected information will then be organized by customer name. - **Website Data Scraping**: In addition, the freelancer will be responsible for scraping data from a website. The main focus here will be customer data who use online payment methods. The specific data we're looking to extract is the 'Payment method'. This information will then be organized by customer name. **Ideal Skills and Experience:** - Strong data collection experience, especially in the context of customer data - Proficient in web scraping techniques - Attention to detail is crucial - Familiarity with organizing data in a meaningful way If you have the skills and experi...

I am seeking a skilled programming expert, proficient in either Ruby or Python, with intermediate-level ElasticSearch querying capabilities. The primary task involves intellig...ElasticSearch, extracting data, in JSON format, and then transposing it into Excel or CSV format. I'm open to whichever format you are more comfortable with, so long as it is either of the two mentioned. In addition to this, having familiarity with job automation via GitHub is critical for this project role. This background should include understanding how to automate and schedule tasks to regularly extract, convert, and save this data. Ideal Skills: - Proficiency in Ruby or Python - Intermediate level ElasticSearch querying - Experience with JSON to Excel/CSV conversion - Familiarity with GitHub for...

... I need this logo identical to the one in the link with no modifications. Budget is $10. Here are the specifics: - Only the 'CC' portion of the logo is needed - The logo will need to be provided in two versions: black on white and white on black - Both PNG and JPG file formats are required Ideal Graphic Designer Skills: - Proficiency in Design Software: Experience in Illustrator or any other vector graphics editor will be essential. - Attention to Detail: The design needs to match exactly to the original, although only the 'CC' portion is required. - Color Scheme Knowledge: The design requires a specific color scheme (Black/White and White/Black). Any capability

I'm seeking a professional who can assist in extracting data from a series of printed images using Text Recognition (OCR) technology. Key Responsibilities: - Utilize OCR to extract text from printed images Ideal Skills and Experience: - Proficiency in OCR technology - Experience in data extraction from printed images - Attention to detail to ensure data accuracy - Ability to handle a large volume of images Please provide examples of similar projects you've worked on and any relevant experience with OCR technology. In your bid, kindly include an approximate timeframe for completing the project and any additional information on how you can contribute to the success of this project.

I am seeking an expert on DSpace who is able to handle a task involving the extraction of PDF files and metadata into a comma-separated file. The main responsibilities for this project are: - Comprehensive understanding and experience with DSpace - Ability to extract PDF files and associated metadata - Capability to arrange the extracted data into a comma-separated file Skills and Experience Required: - Knowledgeable about DSpace - Advanced experience with data extraction and arrangement - Strong understanding of databases and data manipulation - Excellent problem-solving abilities This project needs to be completed as soon as possible, so any interested freelancers with immediate availability will be much preferred for this opportunity. Please bid after a thorough understandi...

...discussion. - Ability to integrate a comment section and discussion forum. - Prior experience in developing similar platforms would be a plus. If you are confident in your ability to deliver a platform that will meet these requirements, I look forward to working with you. ---------- - entering site will have you choose which casino , , , etc. - must find way to "extract live" from each specific site all the games/slots on their site, and include game picture, description, etc. - will also show user ratings for each game (to rate and/or review a game you must create a account then you will be able to rate games and leave reviews for game *possibly to require entering a bet id to post a review?* **and some sort of prevention/security to prevent types of attacks

...Responsibilities: · Conduct market research to identify customer needs and market trends to drive product development decisions. · Analyze the FinTech/WealthTech landscape, including competitors, market trends, and regulatory changes. Identify opportunities for product innovation and differentiation based on market demands and user feedback. · Utilize quantitative and qualitative data analysis techniques to extract meaningful insights from user interactions and market research. Translate data into actionable recommendations for product enhancements. · Create user personas and journey maps based on research findings to facilitate empathy-driven product design. Ensure that product features and functionalities align with the needs and goals of target use...

I need a proficient freelancer to extract and simplify excel data encompassing text, numeric, and date and time data from a significantly sized data file (approximately 5000 rows). The simplified output should be in the form of an Excel file. Ideal Skills and Experience: * Proven experience in data extraction and simplification. * Proficiency in Excel. * Excellent attention to detail. * Ability to work with large datasets. Responsibilities: * Carefully extract specific data segments. * Accurately simplify data for ease of understanding. * Convert the processed data back into an Excel file. * Ensure absolute accuracy throughout the process.

I'm looking for a skilled graphic designer who can breathe new life into my business logo while preserving its current feel. Here's what's needed: -The ONLY thing needing changed in th...attached logo is the word. The word needs to say "PNGWYN" in the same font and size as before. -Please provide two logos: a black logo on white background and a white logo on black background. - Please ensure the fonts, as well as certain images and symbols, are included into the new design. These elements are important to our brand identity. -Winning logo will need to be provided in all file types (jpg, PNG, etc.) Having experience in typography and brand identity would be appreciated. Your portfolio showcasing similar projects will influence my decision. Let's rein...

I need a proficient freelancer to extract and simplify excel data encompassing text, numeric, and date and time data from a significantly sized data file (approximately 5000 rows). The simplified output should be in the form of an Excel file. Ideal Skills and Experience: * Proven experience in data extraction and simplification. * Proficiency in Excel. * Excellent attention to detail. * Ability to work with large datasets. Responsibilities: * Carefully extract specific data segments. * Accurately simplify data for ease of understanding. * Convert the processed data back into an Excel file. * Ensure absolute accuracy throughout the process.

...creating engaging Lottie animations. - Proven UX/UI expertise, predominantly on SaaS platforms. - Understanding of the food industry and nutrition facts label consumers is a plus — UX/UI: Web & Mobile design — E-commerce design — Landing page design & Logo design — WordPress Websites — Web application / Mobile app (iOS and Android) — SaaS product design — Dashboard design — HTML / CSS Custom Websites — PSD to Bootstrap — Figma and Adobe XD designs — Brand and Product Design — ASP. NET & PHP Laravel Framework TOOLS that you also be expert at, and not limited to: — Adobe Photoshop — Figma — Adobe Illustrator — Adobe XD You'll have the creative freedom to construct an ...

I'm looking for an expert with a keen attention to detail to manually extract particular data from a web page twice per day. The task involves gathering a 2x30 simple chart from the site. This chart consists of two columns - one representing the date and time, and the second representing a series of numbers. Once this data is extracted, it will need to be organized into an Excel spreadsheet and promptly emailed to me following each extraction. Skills and Experience: - Proficiency in data collection and entry - Familiarity with Excel spreadsheets - Exceptional attention to detail - Ability to work without supervision - Punctuality to ensure data sets are sent promptly after extraction. The success of this project relies greatly on accuracy, timeliness, and observance of i...

I need help in exporting 50 images for a business directory I'm putting together. Key Details: - Purpose: The main purpose of this project is to help me extract logos from existing websites, resize them accordingly and rename and export each logo. - Type: There should not be too much design work involved, but there are 50 images to get through. - Features: I will provide the websites, the logos need to be extracted from there. The company's logo needs to be resized to specific specifications, renamed to match the company name, and exported to png. Ideal Skills and Experience: - Be able to extract a logo from a website - Proficiency in resizing and exporting Please note that this project is specifically about exporting images in large batches.

I'm in need of a video editor with a knack for making videos sleek and engaging. The footage is a bit over 10 minutes long; thus, I need someone who can extract the most engaging parts, making it concise and appealing. Key Requirements and Responsibilities: - Trimming and cutting footage while maintaining the video's essence and message. - Incorporating calm and peaceful background music. The music's style should align with the video's content to ensure a seamless watch experience. Ideal Skills and Experience: - Proficient in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro, etc.). - Prior experience in creating concise videos from longer footage. - A good understanding of music selection to create a cohesive video experience. If you're co...

...and data visualization expertise for my project. Here's what I am looking for: Ideal Skills and Experience: - Expertise in AWS data analytics - Proficiency in creating data dashboards - Proven experience in working with sales metrics data Project Scope: 1. AWS Data Analytics: The ideal candidate should be well-versed with AWS data analytics and able to comfortably work within its platform to extract and analyze data. 2. Data Visualization: I require someone who is proficient in creating interactive dashboards for data visualization. This dashboard will be a tool for my team to make data-driven decisions. 3. Sales Metrics: The dashboard should primarily focus on displaying sales metrics data. This will help us monitor our sales performance and guide our next moves. Lookin...

Modify/change 7 jpg pictures of a building render to replace a banner with a realistic mimic of a rectangular blank banner in the right perspective angle and with the words coming soon with the same perspective angle

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I'm currently looking for an experienced Selenium developer who can effectively extract data from a yet-to-be-determined website. The nature of the data to be extracted is also uncertain at this point but might include text content, images, or links. Ideal Skills and Experience: - Expertise in Python and Selenium - Proficient at web scraping - Good understanding of data structures and databases - Effective communication skills The timeline for the completion of this project is open-ended and will be further discussed once we have agreed on the terms of your engagement.

...experience more seamless by allowing users to easily import their iMessage chats through screenshots. They will drag and drop multiple screenshot image files inside a modal. The right freelancer for this project would have the following attributes: - Prior experience with OCR - Strong JavaScript skills (NO JQUERY, NO JS FRAMEWORKS!) Key Features for Implementation: - Extract Text: The primary function of the OCR is to extract text from iMessage screenshots. - Autopopulate Chat: Once the text is extracted, it should automatically insert into the current chat on the website (to the end or selected position in list of messages). - Error Handling: If the OCR fails to recognize the text in certain images, placeholder text should be added as a workaround. - Emoji detection: IF...

Hi Swapnil, please can we have the backgrounds removed from 71 images, saved in jpg, png, 600 x 600 and 2000 x 2000. Please see link to Dropbox: Thank you :)

I need an expert in logo design to turn a jpg picture into a clean line vector file for my company's logo. While the colors should remain consistent with the original image, I do require some minor modifications during conversion: - Vector Graphics Skills: In order to deliver the refined sharpness required, proficiency in vector conversion is needed, particularly using programs like Adobe Illustrator. - Logo Design Experience: Ideally, the freelancer for this job will have a strong background and ample experience in logo design. This skill would grant the project a professional touch and necessary expertise. - Creativity and Attention to Detail: The minor alterations needed should maintain the overall essence of the existing design. A sharp eye for design detail and creativity...

...and PN5180. Your primary task for this project will be the implementation of a card reading function for the ISO 14443 Type A card, and successful communication of the device with a server. The key requirements are: - Skillful handling of the ESP32's communication functionality. You will need to ensure that the ESP32 can transmit the user data obtained from the card to a server. - Ability to extract 'User Data' from the ISO 14443 Type A card using PN5180. The target is: Can select to Card and reading the DG2, 13, 14, 15, SOD data of Card - Strong understanding and practical experience with Identification systems. The ideal candidate has a strong background in embedded systems and demonstrated expertise in ESP32, PN5180, and ISO 14443 Type A cards. Experience i...

Dear developers, I am looking for a skilled python engineer that is able to create a ML engine which is capable to extract specific datapoints from the pdf files and save them as per set of rules to sql table. system has to run offline, so no online solutions will be accepted as they cannot be used for this project. current problems: 1. large part of documents are scanned, but data is digital. essentially form was printed and scanned upon completion. 2. scanned files are tilted. 3. scanned files have noise which require removal of it. 4. few scanned documents require quality enhancement. 5. some scanned documents have different zoom. 6. all files have checkboxes. 7. specific datapoints can change location within the file, so engine must search for it and find it. there is maste...

I have a crucial data warehousing project that requires an expert's touch. The key aims of this project revolve around: Data Extraction: The source of our data will be CSV files. Experience with dealing with such files is a must. Data Transformation: The raw data we extract needs to be cleaned, merged and aggregated. If you have a proven track record in similar transformations and know how to handle a wide range of data discrepancies, your expertise could be just what this project needs. Data Loading: Once the data is extracted and transformed, it needs to be loaded into the warehouse. This process should be seamless and error-free. The ideal candidate will have an in-depth understanding of Python and data visualization tools, as they are integral to this project's suc...

I need an expert in web scraping, specifically in Python, to extract text data from a particular website. The scraping is a one-time task, not requiring routine updates, and the extracted data needs to be saved in an Excel file (or CSV). This will be hidden behind a login wall - so I suggest that the Python script will go to the website and then wait one minute, where I will manually log in. Ideal Skills and Experiences: - Proficiency in Python for web scraping - Experience with scraping text specifically - Ability to deliver the required output in a CSV format

More details: What specific website(s) do you want to scrape data from? Website 1, Website 2 What specific data do you want to scrape from the selected websites? Text content, Tables What information would you like to extract from the text content and tables? Product names, Prices, Descriptions, reviews, size and color, occasion, return and country of origin, category, fabric, weartype

We have 15 PSD files to be converted to HTML and make the website We are web designers and we regularly outsource our work The price we can pay is INR 250 per file Bid only if you agree as the price is nonnegotiable

I need an OCR reader developed to extract text from digitally created PDF files. The main objective of this task is to help in data analysis. Key Aspects: -C# as the preferred language for development. -Ability to extract and interpret text from digitally-created PDFs effectively. -The final output should support data analysis. Ideal freelancer: -Proficiency in C#. -Experience with OCR technology. -Background in data analysis.

I'm looking for an experienced software developer who can create an AI software specifically designed to search through image PDFs. The software should be able to accurately identify and extract both words and symbols from the images. Key Requirements: - The AI software should search through image PDFs to find words and symbols with medium accuracy. - The software must support JPEG and PNG file formats, in addition to PDFs. Ideal Skills and Experience: - Proficiency in AI and machine learning, particularly in text recognition from images. - Experience in developing software specifically for PDFs, JPEG, and PNG file formats. - Knowledge of OCR (Optical Character Recognition) technology. - Previous experience in creating software that accurately identifies and extracts symbols...

Need a WordPress theme/site built from scratch. We will provide a jpg image showing what we want for the main page and the overall style of the site, including colors, then you can design the other pages to fit in with the style. The WordPress site must be responsive in design so that it displays perfectly on any device. It MUST include WPBakery editor for easy changes! Once completed, you don't need to put our content into the website, we will do that. The website will consist of 7 pages. Again, we will put the content in, all we need for you to do is build the links and pages. PLEASE NOTE: It is essential that you do a brand new design for us, not use an existing WordPress template. Only designers who can build this for us from scratch will be considered. Please provide URL...

I need you to to edit 3 versions of my current poster. Here are originals: Version 1: Version 2: https://drive.google.com/file/d/1q5Xv0sgGaZyMwEaJmms8CRV-sc9es...usp=sharing I need you to add the 2nd singer to this poster. 2nd singer is NOT main character - is "guest" character. I am attaching here some images that can be used. Text to be used is: OSMAN HADŽIĆ. If you need to make something smaller or move something to fit him in - you can make smaller DJ JOKER JOVI or move it. PLEASE EDIT IN .PSD!!!! DON'T EDIT JPG!!!!!! Final product has to be delivered in 3 versions - all versions have to be delivered in .psd and .jpg HIGHEST QUALITY FOR XXL FORMAT PRINTING!! WITHOUT ANY PIXELLS SEEN ON OUTPUT PRINT!

I have a project that involves entering text data from an Excel file into a Notion table. Key responsibilities: - Extract text data from existing Excel file or Google Sheet [3 specific cells per row. 361 rows total] - Accurately input data into a SINGLE designated field in a Notion table [361 rows total] , with each word separated by a comma. [most words already separated by a comma. This can be done with a "find and replace-all" type command] - Ensure consistency and correctness of data entries Ideal skills and experiences: - Proficient with Notion and [Google Sheets or Excel] - Excellent attention to detail - Previous experience with data entry projects.

I am in need of a competent freelancer with special expertise in data scraping. The task will involve extracting a member list from Here are the specifics: - Data to Extract: The name and contact information for every individual on the list, as well as their location and specialty. Ideal Skills: - Proficiency in web scraping - Accurate data collection - Attention to detail This task only needs to be accomplished once. No regular updates or maintenance is required for this project.

I'm seeking a skilled developer with substantial experience in REST API endpoints and Esri. The role will involve the following tasks: - Implementing a REST API Endpoint. You should have a solid understanding of secure and effective API Restf...secure and effective API Restful Endpoints - Ensuring the API supports Esri for both Server and Portal Consumption. This requires an adeptness in managing data flows and integrating varied format support systems. - Accessing and managing the Map services and Feature services functionalities on the Esri Server and Portal. A strong grasp on Esri's map and feature services, and the ability to extract or manipulate data as required, will be key for this task. I have the data, I just need Portal and Server to consume the data...

...reflect our clinic's focus on innovative spine care solutions and convey a sense of trust, health, and professionalism. Deliverables: A unique logo that incorporates the name "Dr. Spine." The logo should be modern yet professional, suitable for a healthcare provider. We require full-color and monochrome (black and white) versions. The final design should be provided in multiple file formats (AI, PSD, PNG, JPEG) and resolutions, including a scalable vector format for printing and a web-optimized format. Design Preferences: Colors: We prefer a palette that includes shades of blue and green, as these colors symbolize health, healing, and tranquility. Style: The design should be clean and easily recognizable, suitable for use on various platforms such as website head...

I need a creative logo that embodies the essence of my brand, IQ2Point. We are renowned for providing technology consulting services, including web and mobile app development. The logo should visually represent our philosophy: "inte...logo design - Strong understanding of technology and consulting services - Ability to translate abstract concepts into visual representations - Experience with modern, clean design aesthetics - Good communication skills to understand and incorporate our brand philosophy into the design The designer with the winning logo should deliver the following: - Logo (All format variations –vector files, jpg/jpeg, vector, SVG, AI, and PNG–, High Rez) - Favicon - Facebook cover - LinkedIn cover - Twitter header - Hex color codes, - Fonts (font fi...

...custom icons that represent different aspects of financial planning and management. - Develop illustrations, if necessary, to visually communicate complex financial concepts or highlight specific features of our services. - Ensure all designs seamlessly integrate with our existing logo and adhere to any established branding guidelines. Deliverables: - All final graphic design elements in JPG, PNG, and PSD formats (editable layered files). - Source files for all designs to allow for future edits and modifications as needed. Project Timeline: - Completion deadline: 5 days We're excited to collaborate with a talented graphic designer who shares our vision for enhancing the Moneyed LLC website. If you're interested in working with us on this project, please ...

...minutes. For this project, I am looking for someone who can: - Fast-forward the video at ten times its original speed. The aim is to visibly showcase the transition of the sky from light to dark and then light again. - Clip out the middle of the video when it is dark for so long. Want a natural progression of the sky growing dark, then dark for a little bit, and the sky turning light again. - Extract the audio segment from the moment of the totality of the eclipse, with no modifications needed, and overlay this on the sped-up video. The candidate should have experience in video editing and sound design, specifically with time-lapse videos and audio overlay tasks. Knowledge of different video and audio formats is desirable for the successful adjustment and alignment of both ele...

I need a Python program that can convert screenshots into an Excel file, extracting text data. The primary aim of this program will be to effectively extract textual data from screenshots and save it in an Excel format. The screenshots are not scanned documents or photographs but rather screenshots of text-based data. The output Excel file must accurately represent the extracted text. Key responsibilities: - Develop a Python program that can efficiently extract text data from screenshots and convert it into an Excel file. - Ensure the extracted data is accurately represented in the Excel format. - Implement a user-friendly interface for the program. Ideal skills for this project include: - Proficiency in Python programming language. - Experience in image processing and dat...

I’m in need of a freelancer skilled in building and deploying web scrapers. Your task will be to create a robust webscraper to extract text content from various websites. As the specific information to be extracted hasn't been specified, flexibility is key in this project. Skills & Experience: • Proven experience with web scraping. • Proficiency in Python or other relevant programming languages. • Attention to detail and data accuracy. • Ability to handle technical challenges that might occur during scraping.

I'm in need of a 3D design for a small toy with simple lettering on the design, to be 3d printed. The model doesn't require any animations. Designer must know .obj .stl .mtl .jpg Key Requirements: - 3D Modeling design: The model needs to be created with moderate detailing. - lettering: Applying lettering on the design. - Animation: No animations are required. The focus is on creating a static 3D model/design to be printed. The toy is a small spinning toy. The toy must spin! Ideal Skills and Experience: - Proficient in 3D modeling design and texturing. Experience with toys or small objects is a plus. - Able to create high-quality, detailed models with lettering. - Familiarity with the tools and software necessary for this project. Please provide samples of your prev...

..."test_id3", "password": "010101", "effective_time": 1715372160, "invalid_time": 1718050560, "password_type": "ticket", "phone": "1234", "type": 0, "time_zone": "Europe/Athens", "ticket_id": "123456", ], "relate_dev_list": "" } { "result": { "active_time": 1710350262, "biz_type": 0, "category": "mk", "create_time": 1709486308, "icon": "smart/icon/bay1601253790250Rnas/d0a135a289a77ba1d3f3007308b425d0.jpg", "id": "bf0b4edb132ef2e965uyep", "ip": "5.203.179.238", "lat": "37.9900", "loc...

..."effective_time": 1715372160, "invalid_time": 1718050560, "password_type": "ticket", "phone": "1234", "type": 0, "time_zone": "Europe/Athens", "ticket_id": "123456", ], "relate_dev_list": "" } { "result": { "active_time": 1710350262, "biz_type": 0, "category": "mk", "create_time": 1709486308, "icon": "smart/icon/bay1601253790250Rnas/d0a135a289a77ba1d3f3007308b425d0.jpg", "id": "bf0b4edb132ef2e965uyep", "ip": "5.203.179.238", "lat": "37.9900", "local_key&qu...

...anonymized to maintain confidentiality. Data Labeling (if necessary): Label the data, if required, to facilitate supervised learning approaches. 2. Developing the Algorithms Keyword-Based Algorithm: Extraction: Extract key skills, experiences, and qualifications from resumes and job postings using basic text analysis techniques. Matching: Develop a matching algorithm that compares the extracted keywords from resumes with those in job postings. NLP-Based Algorithm: Advanced Analysis: Use Python's NLP libraries to analyze the text's context and semantics. Feature Engineering: Extract features that capture the deeper meaning and relevance of phrases and terms. Semantic Matching: Implement an algorithm that evaluates the semantic similarity between resumes and jo...

I'm in need of a talented developer who can help with a consistent, automated web scraping project focused on major companies like Vistara, Air India, Marriott etc Key Project Details: - The primary goal is to extract data for analysis purposes. - Data should be scraped from the targeted sites on a weekly basis automatically. Desired Skills and Experience: - Proficiency in web scraping techniques, particularly for airline, hotels, consumer platforms - Experience with automated website login methods for scraping - Ability to provide a reliable, recurring scraping solution - Strong understanding of data analysis and how to deliver the extracted data in a format that's ready for analysis Your help will be instrumental in ensuring I have the necessary data for my analysis...

I'm in need of an expert who can execute a data mining project whose goal is the extraction of both textual and numerical data from various websites. This extracted data will be used for research and analysis purposes. Ideal Skills and Experience: - Strong experienc...numerical data from various websites. This extracted data will be used for research and analysis purposes. Ideal Skills and Experience: - Strong experience in web scraping and data extraction - Proficiency in data mining techniques and tools - Excellent knowledge of textual and numerical data handling - High attention to detail - Experience in data analysis Responsibilities: - Scrap websites and extract required textual and numerical data - Ensure accuracy of extracted data - Organize and deliver data in an acc...

Need 20 PSD to HTML files to be converted the lowest bid will be given work we are web designers we outsource projects so bid reseller price

I'm looking for a skilled web developer to create a tool that will generate digital ID cards. The ID card will include the following details: - Name and photo - Employee/Student ID number - Organization logo - ID CARD PSD Image will be provided - PHP or laravel Based Backend - We will upload the details in excel file. -List of ID cards generated - Excel import required - Option to create ID card manually - Option to create id card via excel import file - Send email to all ID cards generated in batch when uploaded via excel file

Objectives 1. Initial Consultation: We'll discuss your vision, objectives, and any specific elements. 2. Concept Development: I will generate several initial concepts that capture the core facets of your brand. 3. Final Delivery: Deliver the polished logo in multiple formats (AI, EPS, PNG, JPG), ready for all media. Deliverables 1. Three initial logo concepts 2. Two rounds of revisions on the selected concept 3. Final logo files in multiple formats Timeline Complete within 2 days: Day 1: Presentation of initial concepts Day 2: Implement revisions and finalize design Budget Total fee: Rs. 2000, inclusive of all discussions, design creation, revisions, and final preparations. Acceptance Please confirm your acceptance of this proposal to begin the project on our scheduled time...

I'm in need of a skilled data scraper to extract contact details from various e-commerce websites. The task involves scraping both phone numbers and email addresses. Key Deliverables: - Extract phone numbers and email addresses from e-commerce websites Ideal Skills & Experience: - Proficiency in web scraping tools - Strong understanding of e-commerce website structure - Experience with contact data extraction - Attention to detail and accuracy