Extract name jobber
I need impeccable 3D models of two makeup products: a liquid lipstick mini and a primer. These models should meet the following criteria: - **Highly-Detailed Models**: Every little feature of the actual product needs to be captured, nothing can be overlook...branding into visual designs. Freelancers with a portfolio featuring cosmetic or similarly detailed items will be highly regarded. Please only bid if you can deliver high detail and high texture quality to bring these products to life virtually. refer to the attached PDF for details on the actual product and the render angles Deliverables will be 1. Source 3D model for the products 2. PNG extract for all 29 Renders as detailed in the attached pdf 3. A few small video clips to record product movement/ motion (reference will ...
I require a system that extracts specific product inventory details daily from Excel files. These documents possess cookies designed to prevent a seco...Excel file How much for this spec? - Ideal candidate skills: - Expertise in Python - Experience with web scraping against anti-scraping techniques - Proficiency in handling cookies and session management - Familiarity with Excel file structures - Ability to automate tasks and schedule daily runs - Main Objectives: - Navigate and overcome anti-scraping defenses - Accurately extract daily product inventory details - Automate the scraping process to run daily Interested freelancers should showcase similar work and explain their approach to ensure reliability and accuracy in the face of sophisticated anti-scraping...
I need skilled freelancers to develop web crawlers that will gather specific sets of data from various job search and stock market websites. These crawlers must be efficient, accurately collect data, and deliver the information in a structured Excel format. Canadian Job Seekers Indian Stock Market Brokers Requirements: - Extract job titles, company names, and job descriptions from job search websites. - Collect stock prices, company information, and related news articles from stock market websites. Ideal Skills: - Proficiency in web crawling tools and software. - Solid understanding of data mining and web scraping principles. - Experience with Excel and data organization. - Knowledge of Canadian job markets and Indian stock markets is a big plus. - Strong attention to detail and ...
I need a proficient data extractor for website text mining. Essential Skills: - Experience in web scraping - Proficiency with data extraction tools - Familiarity with Python or similar programming languages - Ability to handle different text formats on websites - Knowledge of HTML/CSS and web technologies - Strong understanding of data storage in spreadsheets Responsibilities: - Identify and extract text data from specified websites - Ensure accuracy and completeness of the extracted data - Organize extracted text into a usable spreadsheet format - Overcome scraping defenses and CAPTCHA challenges if present Ideal Freelancer Profile: - Proven track record in web scraping - Detail-oriented and reliable - Timely communication throughout the project - Ability to suggest improvements...
I would like to update roughly 2000 contacts with work email address. I have name and LinkedIn URLs available. Mass upload to CRM for marketing activities
In order to broaden the services we offer, we need a website program that will help create personalized name meaning gifts. By taking our client-provided information, it will produce customized name plaques and name meaning prints. This program will need to: * Utilize our data combined with client inputs to create unique orders, * Incorporate the name, meaning, and origin of the name in each customized product, * Ensure seamless integration with our existing website and database. Ideally, the right fit will be a professional with substantial experience in web application development and personalization software programming. Familiarity with e-commerce operations would be an added advantage to facilitate understanding of our brand norms and customer expec...
I am seeking a professio...necessary. Your sharp, creative eye for detail and storytelling will help propel our brand to the next level. here some samples of video that we liked. - we wish to make a good feeling to Gen Z to buy this affordable Lab Grown Diamond , but we want to focus on the company image (not to say it is a Lab Grown Diamonds) This is the company website - and the Logo and name is ESTELLE - this is best sample - this because we want that our clients use Online as well when they buy (they are young generation )
I'm looking for a gifted writer with a passion for travel and a knack for...traveler interviews. - Keen understanding of crafting articles that are both informative and enjoyable to read. - Experience in the travel writing niche, with a portfolio showcasing published works. - Strong research skills to ensure all information is accurate and current. **Ideal Skills:** - Proficiency in SEO to optimize articles for better online visibility. - Excellent interviewing skills to extract captivating stories and practical advice. - Strong editing skills to produce polished and error-free content. The ideal candidate will bring a blend of creativity, research prowess, and genuine enthusiasm for travel to the role, providing readers with valuable guides that not only inform but also insp...
I'm in need of a skilled Python developer, with particular expertise in numpy and cvxpy libraries. The task? To extract and clean up the data preprocessing functions from the PyPortfolioOpt library. You've got complete freedom to remove classes and distill the features in question to simple, functions – using only Python and numpy. However, cvxpy can remain throughout the process. A few important notes: • Maintain the original functionality of the refactored code. • Comments are not necessary during the cleanup process. Your deep comprehension of numpy, Python, and cvxpy would be most advantageous in completing this project. ef = EfficientFrontier(Flipped_Means, Cov_Matrix, weight_bounds=(0, 0.1)) weights = ef.max_sharpe() This code ...
I'm looking for a skilled data scientist to help me extract meaningful patterns from vast amounts of social media activity data. Here's what I need from you: - Proficiency in Python for data analysis and pattern identification. - Expertise in data mining techniques and algorithms. - Experience with social media data analytics. Your primary goal will be to analyze the data to uncover hidden insights within social media interactions that can inform business strategy. This will require: - Strong analytical skills to identify key patterns and trends. - Ability to preprocess, clean, and organize social media data for analysis. - Experience with libraries such as Pandas, NumPy, Scikit-learn, and possibly natural language processing libraries if needed. This is a complex inve...
As we evolve, we're considering a fresh identity that better reflects our core values. Here's what I'm looking for: - New Name: Bethany Bible Church has resonated with us. We're dropping 'Baptist' to embrace a new chapter, showcasing our commitment to biblical teachings. - Brand Message: I want our name to underscore our dedication to the Bible and its teachings, conveying a message of authenticity and enlightenment. - Logo Design: An artistic representation using an open Bible graphic that symbolizes our foundation in scripture. The logo should be both modern and timeless. Ideal Candidate: - Expertise in branding and marketing - Proficient in graphic design - Knowledgeable about religious symbols - Ability to convey deep spiritual themes visua...
As an individual concerned about my personal privacy, I'm seeking expert assistance to investigate and establish whether my ex-girlfriend is monitoring my mobile device, and to extract specific data as evidence. I require a professional with a sharp eye for detail and a robust set of skills to uncover any traces of intrusion. **Core Objectives:** - Verify GPS tracking occurrences. - Analyze call history for anomalies. - Scrutinize text message logs. - Identify other connected devices. - Detect any data syncing with devices similar to a Nord 30. HER phone number was metro pcs but is some how connected to T-Mobile 512-792-6174 Myriem Boukercha My T-Mobile number 737-707-8340 **Essential Skills:** - Proficient in mobile security and forensic analysis. - ...
I'm seeking a highly skilled individual or team to help me extract meaningful insights from popular social media platforms. Here's what I'm specifically looking for: - Expertise in data extraction from social media sources - Ability to identify valuable information within these platforms - Familiarity with Facebook, Twitter, Instagram for data mining Skills and Experience: - Proficiency in data mining and analysis tools - Strong background in social media analytics - Experience with APIs and web scraping techniques The ultimate goal is to leverage these insights to inform decision-making and strategy development. If you're ready to delve into the wealth of information social media holds and can provide actionable intelligence, I invite you to bid on this proje...
I need a creative name for my social media/marketing agency. I focus on brand strategy, social media growth and video content as well as ads and email marketing. I need a smart witty name. Keywords I like: media, social, studio, creative, unconventional My name is Sarah so we might use in name Names I like: Savanah Case media, not about marketing, barelydigital, socialstudio I want a fresh fun name and make sure it's not taken on instagram.
I'm looking for a skilled data scientist to help me extract meaningful patterns from vast amounts of social media activity data. Here's what I need from you: - Proficiency in Python for data analysis and pattern identification. - Expertise in data mining techniques and algorithms. - Experience with social media data analytics. Your primary goal will be to analyze the data to uncover hidden insights within social media interactions that can inform business strategy. This will require: - Strong analytical skills to identify key patterns and trends. - Ability to preprocess, clean, and organize social media data for analysis. - Experience with libraries such as Pandas, NumPy, Scikit-learn, and possibly natural language processing libraries if needed. This is a complex inve...
I need a skilled freelancer to meticulously extract data for personal market research purposes. Here's what I'm looking for: - **Objective**: Scrape comprehensive details from - **Data Points**: Business name, Street address, City, Postal code, Phone, Email, Website link, Category, Language code. - **Volume**: Approximately 2 million entries. - **Urgency**: The project needs to be completed as soon as possible. - **Final Format**: Deliver the final dataset in an Excel spreadsheet. **Ideal Candidate Should Possess:** - Proven experience in web scraping and data mining. - Proficiency in using scraping tools and writing custom scripts. - Ability to handle and organize large data sets efficiently. - Experience with Excel to ensure clean and usable data
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I need a skilled freelancer to meticulously extract data for personal market research purposes. Here's what I'm looking for: - **Objective**: Scrape comprehensive details from - **Data Points**: Business name, Street address, City, Postal code, Phone, Email, Website link, Category, Language code. - **Volume**: Approximately 2 million entries. - **Urgency**: The project needs to be completed as soon as possible. - **Final Format**: Deliver the final dataset in an Excel spreadsheet. **Ideal Candidate Should Possess:** - Proven experience in web scraping and data mining. - Proficiency in using scraping tools and writing custom scripts. - Ability to handle and organize large data sets efficiently. - Experience with Excel to ensure clean and usable data
I'm looking for a Python developer skilled in creating website crawlers/ scrapers. The objective of the project is to extract medical papers and information for competitive analysis and content monitoring purposes. Specific data points needed to be extracted are: - User comments/reviews - Postings or listings data Preferably, this information should be acquired from Google and any other online resources. The successful bidder should have experience in Python, web scraping, data extraction, and working with APIs. Knowledge in text mining and natural language processing will be an added advantage. Your scraper must be capable of handling hundreds of webpages effectively and efficiently. We have already completed 50% of the project as we have developed the crawler in-house us...
I'm seeking an experienced Python developer with a knack for creating captivating geospatial maps from complex datasets. As I venture into this project, I need a coder who can extract insights and display them in an understandable and interactive way: - Expertise in Python programming for data analysis tasks. - Ability to create geospatial map visualizations from the provided data sources. - Skilled in using Python's data visualization libraries like Matplotlib, Bokeh, or Plotly. - Experience in building interactive dashboards would be advantageous. - Knowledgeable in geographic information systems (GIS) is a plus. - Strong analytical skills to ensure accuracy and relevance of visualizations. Ideal candidates should also have a portfolio showcasing previous geospatial or...
I’m in need of a meticulous and efficient freelancer to handle a large data entry task for my project. Here are my key requirements: - **Data Types:** - Input both text and numbers accurately. - **Volume:** - Manage a substantial workload of over 1000 entries. - **Sources:** - Extract data from digital files provided. **Key Qualifications:** - A proven track record with high-volume data entry projects. - Exceptional attention to detail and accuracy. - Ability to quickly discern text and numerical information from digital formats. - Proficient with Excel or comparable data entry software. - Strong organizational skills to manage and categorize extensive data efficiently. **Ideal Experience:** - Past experience with large data set entry preferred. - Familiarit...
I need a UiPath expert to create an automation process for my emails. The system should be intelligent enough to extract specific text from the body of my emails. The requirements are as follows: - Proficient in UiPath Automation tool - Knowledgeable in email management - An ability to dissect and identify relevant text in an email content This project is a great fit for someone who has tackled email handling and text extraction tasks before. Familiarity with advanced UiPath features for text scraping is a plus.
...particularly contracts, resumes, and expense bills. Required Outcomes: * Establishing data models that can accurately identify and extract names, dates, amounts and other detailed information from the given documents. * Creating effective datasets for optimizing model performance. Desired Experience: * Knowledge in data extraction and machine learning models. * Proficiency in handling both structured and unstructured documents. * Exceptional attention to detail to ensure comprehensive extraction from complex documents like contracts and resumes. Note: The project will specifically require the extraction of candidate details from resumes such as name, email ID, work experience, skills, etc., and expense details from bills including hotel, food, cab and miscellaneous ...
...ribing-data-epd The website link also includes examples how CKAN API or Python can be used to extract relevant data if you click "Explore" and then data API. The relevant medication codes (BNF_Code) are contained in the attached word document. I would expect a CSV file for each month, with the following variables for each PRACTICE_CODE: ITEMS, QUANTITY, TOTAL QUANTITY, ADQUSAGE, NIC, ACTUAL_COST Ideal candidate skills: - Proficiency in Python programming. - Experience with CKAN API or similar data APIs. - Ability to work with large datasets. - Strong data extraction and manipulation skills. Project requirements: - Identify an effective method, either through CKAN API or Python, to extract pertinent data. - The specific data fields to be determined in the ...
Looking for python developer who can fix our python script or create new. Script will use BULK PDFs,extract data from it. Feed it to LLM model like GPT,Bart,Langchain etc And the output should be generated based on asked prompt . The output should be stored in tabular form like csv. Since the feeding input will be huge so cost of GPt model ahould be reduced or other model to be used.
...ribing-data-epd The website link also includes examples how CKAN API or Python can be used to extract relevant data if you click "Explore" and then data API. The relevant medication codes (BNF_Code) are contained in the attached word document. I would expect a CSV file for each month, with the following variables for each PRACTICE_CODE: ITEMS, QUANTITY, TOTAL QUANTITY, ADQUSAGE, NIC, ACTUAL_COST Ideal candidate skills: - Proficiency in Python programming. - Experience with CKAN API or similar data APIs. - Ability to work with large datasets. - Strong data extraction and manipulation skills. Project requirements: - Identify an effective method, either through CKAN API or Python, to extract pertinent data. - The specific data fields to be determined in the ...
I am seeking a fluent Python developer to create a custom web scraper tailored to extract specified data from a range of company websites. This would be an ideal project for someone who has a strong background in web scraping, data extraction, and automation processes. Key Requirements: - Efficiently scrape contact information, product details, address specifics, and fundamental company descriptions. - Ensure the accuracy and cleanliness of the scraped data. - Implement a solution that can bypass basic anti-scraping mechanisms. Skills and Experience: - Proficiency in Python and web scraping libraries (e.g., BeautifulSoup, Scrapy, or similar). - Familiarity with parsing HTML/CSS and working with APIs if needed. - Experience in data manipulation and extraction. - Capable of delive...
...well-researched contact list for these medical professionals who are eddecision makers in official medical societies of vascular surgery, endovascular surgery, angiology. **Requirements:** - Identify valid contacts: Ensure collected data is accurate and up-to-date. - Organize information: Compile contacts in a structured format. **Ideal Skills:** - Proficiency in Data Mining: To efficiently extract accurate information. - Attention to Detail: For the accuracy of contacts. - Research Skills: Ability to find contacts across various regions globally. The delivered database should be ready for immediate use, so experience with similar projects and familiarity with the medical field would be highly beneficial. Looking forward to working with a meticulous and skilled...
I'm in need of a skilled professional who can scrape data from websites especially from specific Education ERP websites. Skills/Experience Required: - Experienced in web scraping, able to efficiently extract and organize data types: text, images and social media posts - Proficient with managing large datasets - Knowledge of the Education ERP systems is desirable but not essential Task Overview: - Crawl specified Education ERP websites - Extract all available content including student information, attendance records, and grade reports - Organize and deliver data in a usable format I'm searching for a punctual, communicative professional who guarantees all data will be handled with the utmost consideration for privacy regulations.
Project Name: Enhanced Online Grocery Store with Competitive Price Comparison and Bulk Import Feature Objective: Develop an online grocery store enabling customers to view, compare, and purchase products. The store will feature a price comparison with Amazon and a new functionality to import products in bulk from any online store via a link, capturing all product attributes. Features and Functionalities Core E-commerce Features User Registration and Authentication Product Listing and Management Shopping Cart and Checkout System Order Management User Dashboard Amazon Price Comparison Feature Amazon API Integration Price Comparison Display Product Matching Logic Notification System Bulk Product Import Feature Link-Based Bulk Import: Ability for admin users to import products in bu...
...each day for the next week to perform specific tasks efficiently. - **Key Responsibilities:** - **Data Entry:** Accurately input contact details and social media content into our database with a focus on speed and accuracy. - **Image Uploading:** Transfer images from selected sources to our platform, ensuring correct formatting and resolution where necessary. - **Copying and Pasting:** Extract information from various escort websites, transferring all relevant data effectively while maintaining confidentiality and integrity. - **Ideal Candidate Skills:** - Proficiency in data management and clerical tasks. - Experience with image handling and uploading. - Familiarity with social media content and escort website formats. - Attention to detail and precision in copy...
Please watch this first I'm in need of a talented professional well pversed with web scraping and data mining techniques. The objective of this job is to extract specific types of odds - particularly decimal odds - from certain games on a betting website. The Scope of Work includes: - Isolating and extracting decimal odds details. - Only target specific games, we'll detail which ones once the project commences. Ideal candidate should possess: - Proficiency in data extraction and mining - Experience with betting websites is a plus - In-depth knowledge of decimal odds - Ability to identify and target specific game data Let's leverage your web scraping expertise to provide me with the comprehensive decimal odds data I require from specific
...sourcing articles on a particular topic and, subsequently, giving thorough analysis and citations from these works. This task also calls for writing a set of keywords for the project with a cap of a maximum of 20 keywords. Here's a more detailed look at what I need: Scope of Work: - Find relevant and informative articles related to the given topic. - Perform extensive analysis of sourced articles. - Extract important citations from each article. - Develop a maximum of 20 keywords. Ideal Skills and Experience: The ideal candidate should have: - Excellent research and reading comprehension skills. - Experience in the field of academic or article writing. - Demonstrable experience in keyword optimization. - Proficiency in English, excellent grammar, and coherent writing skill...
Description: We are in search of an experienced programmer with expertise in Python and JavaScript to develop a sophisticated script that operates akin to a "crawler." The primary function of this program will be to systematically scan specified Google search result links to identify LinkedIn profiles and extract pertinent contact information with email. Project Objective: The program will utilize Google search results to locate LinkedIn profiles and then proceed to retrieve contact data from these LinkedIn pages. It is imperative to note that such data collection practices are deemed legal, supported by a US court ruling which declares that information on LinkedIn is publicly accessible. Thus, there are no legal constraints; the data can be openly viewed and downloaded. ...
I need a skilled freelancer to meticulously transfer tables from a PDF into Excel. Here's what I'm looking for: - Precisely extract tables from the PDF and format into a single Excel sheet. - Understand the importance of accuracy and maintaining data integrity. - Experience with data entry and PDF conversion is preferred. Ideal Skills and Experience: - Proficient with Excel and PDF software. - Keen attention to detail. - Ability to organize complex information clearly. - Effective communicator for any clarifications. - Proven track record of similar successful projects. This project requires someone who can retain the content and details of the tables while organizing them coherently into one Excel spreadsheet. If you possess these skills, I invite you to bid on this pr...
I need to extract entities from contract notes through Azure form recognizer and also creating custom python code for extracting entities
...Proven experience with web scraping and data extraction from e-commerce platforms - Ability to automate tasks to streamline data entry processes Skills: - Proficient in web scraping tools and techniques - Strong understanding of data extraction methodologies - Experience with automation and workflow optimization - Knowledge of e-commerce data structures What I'm Offering: - Clear project goals to extract and automate product data entry - Detailed insight into the e-commerce sources to be used - Open communication to clarify project specifics Ideal Candidate: - You should have successfully completed similar tasks, and be able to provide examples of your work. - An understanding of e-commerce databases is beneficial. - Ability to suggest improvements to the data extraction ...
I'm looking for a talented individual who can swiftly and efficiently scrape text content from various websites for an urgent project. The ability to scrape accurately and without disrupting the website's functionality is crucial. Requirements: - Proven experience with web scraping tools and technologies - Strong understanding of web structure and ability to extract clean text - Ability to deliver quickly due to ASAP time constraint Ideal Skills: - Proficiency in Python, specifically libraries like BeautifulSoup or Scrapy - Experience with pagination and multi-level scraping - Familiarity with data storage formats (e.g., CSV, JSON) Expectations: - Prioritize extraction without site disruption - Handle challenges like dynamic content, AJAX, or JavaScript-rendered pages ...
I need a creative designer to craft a unique shop name board flex design. This should embellish our shop's name/logo, incorporate our preferred colors and font styles, and involve well-thought background images or graphics. The designed board should adhere to a 6x6 size. Ideal freelancers for this project would be seasoned in graphic design, have an excellent eye for color coordination, and previous experience in creating shop name board flex designs. It's vital for me to visualize the finished product, so freelancers who can provide 3D renders/mock-ups will be prioritized.
I require a freelancer to extract data, specifically text and numbers, from a source PDF where this data is presented in tables (see document 1 attached). The information extracted, will then be used to fill out forms in a different PDF (document 2 attached). The ideal freelancer for the job would have experience in data extraction and manipulation, particularly from PDF formats, and be able to perform this task without the need for any specific software. Data accuracy is of utmost importance in this project.
I'm seeking a professional able to adeptly manage and analyze information from PDF files for statistical analysis purposes. The ideal candidate will delve into the provided data, meticulously extract the relevant details, and develop a comprehensive report complete with charts and graphs to elucidate the findings. Requirements: - Proficiency in PDF data extraction - Mastery in statistical analysis - Competence in creating charts and graphs - Attention to detail and accuracy Ideal Skills: - Experience with data entry and analysis tools - Strong grasp of data visualization techniques - Understanding of statistics The end product will be a detailed report with visual representations of data that will offer actionable insights based on the statistical analysis. I'm excited ...
Seeking a skilled developer to create a webcrawler/webscraper, tailored for zillow.com. The tool must be able to: - Extract specific information from the platform which includes: - Listing price -estimated home value - Property address - Contact information - Carry out this extraction process monthly to help me keep up-to-date with the recent listings. - only adds the scraped data if the listing price is at least $10,000 less than the estimated value of the home. -it only scrapes data feom houses listed for sale by owner -it scrapes every known zipcode in the United States - Collate and deliver all extracted data in a CSV file format for easy analysis and use. Proficiency in Python with libraries such as BeautifulSoup, Selenium or Scrapy is required. Previous experie...
I'm seeking a talented AutoCAD user to help me extract a JPEG/PNG in A2 size of a design image I have made. Ideal skills for this project: - Proficiency in AutoCAD Designer
I'm looking for a skilled freelancer to help extract data from the tables from this document into excel: :~:text=14110%20on%20Safe%2C%20Secure%2C%20and,and%20engagement%20with%20international%20partners. I only require the data in the "requirement" and "Section" columns. I have attached sample of the data I require. The data was extracted from the tables on page 3 and 4
I'm searching for an individual with solid web scraping skills to parse and extract text content from a specified public website's homepage. I’m looking for the name, email and mobile number of all people in this database.
I need a skilled developer to create a scraping tool to extract key details from Google listings across various cities for the purpose of lead generation. Here’s what the project will involve: - Targeting multiple cities for data extraction - Collecting the following information: - Business name - Address - Phone number - Website URL Ideal candidates should have: - Proven experience in web scraping and data mining - Familiarity with Google’s interface and potential anti-scraping measures - Ability to work with data scraping tools and proxies if necessary - Knowledge in handling data extraction across locations - Understanding of ethical scraping practices Your work will drive our lead generation efforts, providing key data to target potential client...
I need to scrap data from and other similar websites, all to be saved to a mysql database, ordered in different tables to be able to build a future search tool. I want to extract the full catalog with links and titles and then from each listing all the information visible available that includes name, description, location, size, sales, and at least 10 other fields and probably up to 40 fields (don't have a full inventory). This is a manual process, want to be able to update the catalog and the content manually on demand, can be on a terminal screen or in a visual enviroment. The script or system will be installed in my online Centos server, where you would be able to run Java, Perl, Python or Php. In any case I'd prefer PHP and then Python for me to be able
Seeking a detail-oriented researcher for comprehensive data examination and narrative reporting. - **Objectives**: Extract impactful insights from archival records/databases. - **Data Source Mastery**: Proficiency in working with archival databases is mandatory. - **Reporting Skills**: Ability to transcribe complex data into engaging, well-structured, written narratives. - **Ideal Skills/Experience**: - Experience in qualitative research a plus - Skilled in data interpretation and narrative writing - Strong analytical abilities and systematic thinking - Background in historical or archival research beneficial - Excellent English language proficiency Expectation: Deliver a narrative report conveying the essence of the sourced data in a way that is both inform...
I'm seeking a freelancer with expertise in both mobile application development and data automation who can create a bespoke app tailored to my requirements. The app should be able to: - Extract "Names" from an Excel sheet to personalize WhatsApp invitation messages. - Send these invitations via WhatsApp with integrated RSVP options. - Track recipients’ replies with the choices of "Yes, I will attend," "No, I cannot attend," and "Maybe, I will confirm later." - Accumulate responses in a new Excel sheet without a predefined format. IDEAL SKILLS: - Proficient in mobile app development (preferably with experience in messaging apps) - Comfortable with VBA for Excel or relevant automation tools - Knowledge of APIs, particularly WhatsApp...
