Web scraping freelance machine learning jobs

...background in web scraping and web development, with proficiency in various Python libraries and frameworks such as BeautifulSoup, Requests, Scrapy, and Selenium WebDriver. Responsibilities: -- Build and maintain automated web scraping solutions using Python and Selenium. -- Scrape data from websites and efficiently process it. -- Develop and integrate databases with frontend applications. -- Work closely with the frontend team to ensure seamless integration and functionality. -- Collaborate in building and maintaining the business’s web-based systems. -- Work on web development projects using Python and associated tools. -- Ensure code is scalable, maintainable, and efficient. Required Skills: -- Strong experience in Python (3-5 ...

I'm an advanced Facebook Ads user seeking a 2-hour intensive session focused exclusively on audience targeting and segmentation for conversion campaigns. Fix Budget 1200Rs Key Learning Objectives: - Ad setup, Pixel Setup, Conversion Tracking etc... - Understand the intricacies of audience targeting and segmentation - Learn advanced techniques for conversion campaign targeting - Enhance skills in creating high-performing, targeted ads Ideal Candidate: - Proven expertise in Facebook Ads, particularly in audience targeting - Experience in teaching or training advanced users - Deep understanding of conversion campaigns - Ability to deliver concise, focused, high-impact sessions

We are in search of a Blockchain Security Analyst to enhance our security protocols. Your role will involve auditing smart contracts, identifying vulnerabilities, and implementing robust security measures. Candidates must have experience in blockchain security and a strong understanding of cryptographic principles. This freelance position offers flexible hours and the opportunity to contribute to a secure and innovative blockchain environment. Apply now to showcase your security expertise in blockchain technology.

I'm in need of a Python expert who can help scrape data from various E-commerce websites. The primary focus will be on gathering product details and pricing information on a weekly basis. Key responsibilities: - Scrape product details and pricing information from E-commerce websites - Perform this data extraction on a weekly schedule Ideal skills: - Proficiency in Python and web scraping tools - Experience with data extraction from E-commerce websites - Ability to work on a consistent schedule

Our online school is looking for qualified teachers to teach English, Math, and Science to our Chinese students. ( Students' ages between 3 to 16 years old ) Key Requirements: - Subject-specific degree in English, Math, or Science - Passionate about teaching entry-level students - Willingness to cooperate with our school - Previous experience with Asian stude...students. ( Students' ages between 3 to 16 years old ) Key Requirements: - Subject-specific degree in English, Math, or Science - Passionate about teaching entry-level students - Willingness to cooperate with our school - Previous experience with Asian students is a plus Ideal Skills: - Strong communication skills in English - Understanding of teaching at entry-level - Ability to make learning en...

I'm looking for a professional who can help me build a database by scraping sales data from a password protected website. I attached an example. I need the dashboard to self populate with the data that is held in the "Clearview" and "TimInsights" tabs. The data in both of these tabs need to be screen scraped from it's respective websites. Once the data is created, i want it to be able to create automated powerpoint presentation with respective data. Key Requirements: - Proficient in screen scraping techniques - Experience with building and managing databases - Ability to handle data from password protected sites I have the necessary login credentials for the website. The data needs to be scraped on a weekly basis. Please reach out if you have ...

I need a Python-based web scraper to collect comprehensive product information from various Australian websites including , , , , and davidjones.com.au. The specific data points I need include: - Product names and prices - Product descriptions and reviews - Product availability and stock levels - Images The scraped data should be delivered in a JSON format on a daily basis. Ideal skills and experience for this project: - Proficiency in Python, particularly in web scraping libraries such as BeautifulSoup and Scrapy - Experience in scraping e-commerce sites - Knowledge of JSON and data structuring - Ability to set up a daily automated scraping task Please provide examples of similar projects you've completed in your proposal.

...activities. The app must include the following features and meet specific technical requirements to ensure smooth functionality, scalability, and ease of use. Key Objectives 1. Facilitate access to accurate prayer times for Malaysia. 2. Serve as a platform for organizational updates and management. 3. Notify users about programs and announcements. 4. Provide live and recorded lectures for spiritual learning. 5. Enable users to engage in religious Q&A with scholars. 6. Build a stronger MCE Muslim community through interactive features. 7. Share locations of events and lectures for easy navigation. App Features: 1. Prayer Times - Display accurate prayer times based on user location. - Send push notifications before each prayer. - Ability to adjust time settings according to ...

To scrape Plumbers, Electricians, HVAC or Air-Conditioning, Roofers, Mechanics and Locksmiths contacts from yellow pages across below states Sydney Melbourne Brisbane Perth Adelaide Gold Coast Newcastle Canberra Wollongong Sunshine Coast Greater Hobart Townsville Geelong Cairns Toowoomba Darwin Launceston Albury-Wodonga

I'm in need of a skilled web designer and developer from Latin America who possesses a strong modern design vision. Your portfolio should reflect a clean, professional, and contemporary aesthetic, aimed at creating impactful, user-friendly, and visually stunning corporate websites. This is a freelance role, and I am looking for a professional who can collaborate on a project-by-project basis. For this particular project, I require the creation of a 5-page corporate website. While the exact layout and content will be discussed, expect to include standard pages like Home, About Us, and Contact. Ideal candidates should: - Have a strong portfolio of modern, minimalistic web design - Possess excellent web development skills - Be based in Latin America - Have ...

...will have: • Proven B2B sales experience: Experience in selling technology or SaaS solutions is a plus. • Strong communication and negotiation skills: Confidence in presenting and closing deals. • Self-motivation: Ability to work independently and manage your sales pipeline effectively. • Results-driven mindset: Passion for meeting and exceeding sales targets. • Tech-savviness: Comfortable learning about AI-driven solutions and explaining their benefits to clients. Earning Potential • Target: 12 new subscribers per month. • Monthly commission: £1,200 (based on achieving the target). • Annual commission: £14,400+, with no cap on additional subscribers. How to Apply If you’re ready to take on this exciting challen...

I'm in need of a skilled developer to scrape phone numbers from www.yellowpages.com.au. The data should be categorized into Plumbers, Electricians, HVAC companies, Roofers, and other trades. Key Requirements: - Delivering the data in an Excel spreadsheet - Includ...scrape phone numbers from www.yellowpages.com.au. The data should be categorized into Plumbers, Electricians, HVAC companies, Roofers, and other trades. Key Requirements: - Delivering the data in an Excel spreadsheet - Including the Company name and Website URL along with the phone numbers - Formatting the phone numbers in International format for easy dialing Ideal Skills: - Proficient in web scraping and data collection - Experienced in using Excel for data organization - Knowledgeable in categorizing t...

Title: Seeking Cartoonist for Language Learning Website (Kpelle Language) – Guide Character Integration Description: We are looking for a talented and creative cartoonist to design and animate a character that will serve as the primary guide for learners on our Kpelle language learning platform. This character will be a central part of our site and will help guide users through various lessons, offering a fun and engaging way to lea fun and engaging way to learn. Project Details: Character Name: Ciampu Age: 10 years old Background: Ciampu is from a small village called Handii, located in Fuama District, Bong County, Liberia. She has a younger brother, Golang, and lives with her grandparents Massa and Sackie, and her parents Torlon and Yatta Role of Character: Ciamp...

...Mazda plant and surrounding industries. • Individuals close to retirement who are interested in taking up or improving their golf game. • Golf enthusiasts looking for flexible, high-quality training and play options. What We Need: 1. Target Audience Focus: • Engage with working professionals seeking post-shift recreational activities. • Connect with retirees or near-retirees interested in learning or playing golf. • Attract local golf enthusiasts looking for unique, 24/7 access. 2. Lead Generation Services: • Design and execute campaigns to generate leads through social media, email marketing, and local business networks. • Develop strategies to attract memberships, hourly bookings, and golf lesson sign-ups. • Create a list of po...

...leaderboards. Content Library: Access training tips, techniques, drills, and injury prevention guides. 4. Recruitment & Career Opportunities Talent Showcases: Allow scouts and recruiters to find emerging talent through highlight reels and stats. Job Listings: Postings for coaching roles, sponsorships, or team positions. Tryout Announcements: Promote upcoming team tryouts or open scouting events. Freelance Opportunities: Short-term roles like sparring partners, guest coaching, or event speaking. 5. Events & Tournaments Event Calendar: Centralized hub for upcoming tournaments, matches, or workshops. Event Registration: Easy sign-up for tryouts, camps, or tournaments. Virtual Events: Live streaming of games, training sessions, or expert panels. Networking at Events: Connec...

I need a skilled video producer who can either source 10 real video footage of a machine printing t-shirts with my designs or create high-quality design mockup videos using software like Adobe Premier so i can edit it later my own designs The purpose of these videos will be for marketing, so they need to be engaging and professionally crafted. The videos should showcase: - High-quality print details - The machine operation process - A full view of the t-shirt design I will provide the PNG files of the designs. Please let me know if you can assist with this project.

I aim to create an advanced AI model for my YouTube and TikTok accounts that can conduct unscripted, life-like interviews and debate...through their website Attached is a reference avatar, we are looking for one aged 35-40 Key requirements: - The AI needs to be capable of holding unscripted, life-like conversations. - The avatar should be human-like, able to convincingly simulate a person. - The primary function of the AI will be conducting interviews. Ideal skills and experience: - Strong understanding of AI and machine learning. - Experience with API integration. - Familiarity with creating content for YouTube and TikTok. - Knowledge of voice synthesis technologies, particularly those used in ChatGPT. - Experience with human-like avatar technologies like Em...

...app size manageable (suitable for Play Store upload). Improved User Experience: Focus on making the conversation flow smoother and more engaging, enhancing the app’s interactivity and "girlfriend" persona. The app should be able to adapt its responses dynamically based on user input. Required Skills: Strong experience with Android development and Java/Kotlin programming. Familiarity with Machine Learning and LLMs, with knowledge of local model deployment. Experience with AI models on mobile platforms, optimizing for low latency and minimal storage. Knowledge of Play Store requirements for app size and performance. Ability to troubleshoot and optimize existing backend code. Preferred Skills: Experience with OpenAI GPT models or similar conversational AI ...

I'm in need of a professional who can develop an engaging and interactive presentation for in-person training sessions. The presentation should incorporate a variety of elements including quizzes, videos, and interactive simulations to keep participants engaged and facilitate learning. Ideal skills and experience for the job include: - Proficiency in using presentation software (e.g. PowerPoint, Prezi) - Experience in creating interactive content - Understanding of instructional design principles - Ability to create high-quality video content - Skills in developing quizzes and interactive simulations

I'm a marketing agency owner focusing on promoting event venues and related services. I'm seeking a talented freelance SEO expert, primarily skilled in Technical SEO, to join my team. Key Responsibilities: - Enhance the online visibility of our venues through effective SEO strategies. - Prioritize and execute technical SEO tasks, specifically: - Site speed optimization to improve user experience and search engine rankings. - Ensuring mobile responsiveness of our sites to cater to the increasing number of mobile users. - Fixing crawl errors to ensure all parts of our website are accessible to search engines. Ideal Skills and Experience: - Proven expertise in Technical SEO, with a strong emphasis on site speed and mobile responsiveness. - Experience in working wit...

I need a professional to install a new Cortinovis make Rigid Strander Machine with 54 bobbins and 630mm specifications in my industrial factory. All necessary utility connections are already in place.

I need a highly detailed, realistic 3D character model, especially designed for 3D printing. The model should be processed with fine textures as it is designed for high-detail printing. Please, professionals should make an of...need to be colored, it is enough to be colorless. I am sharing another person's 3D drawing attempt below. This model was not accepted because it is not exactly the same. It must be exactly the same and there is no need for a face mask. It will be modeled without a mask. - The model should be realistic and follow a completely identical style - It should be suitable for cutting with a 3D styrofoam machine - It should be intricately detailed with fine textures Ideal Skills: - Proficiency in 3D modeling software - 3D character - Realistic design and a keen...

I'm seeking a professional for the installation, commissioning, and comprehensive training on a Niehoff Rod Breakdown Machine (Model - MM85). The selected freelancer will need to provide guidance on: - Technical installation steps: This includes assistance with the electrical setup, mechanical assembly, and software configuration. - Safety procedures: Ensuring all installations and operations are conducted in a safe manner. - Operational training: Teaching how to operate the machine post-installation. The ideal candidate should have prior experience with this specific model or similar machinery, and should be able to demonstrate a thorough understanding of both the mechanical and electrical aspects of the setup. The role will also include assistance with the electric...

I am in need of a skilled web scraper who can collect product information from 6 to 10 different websites on a daily basis. Key Requirements: - Daily web scraping of product data from multiple websites - Delivery of scraped data in a structured format - Ability to manage and handle data from multiple sources Ideal Skills: - Proficiency in web scraping tools and software - Strong data analysis skills - Experience in handling large data sets Please note, this is a daily task and requires consistency and reliability.

I'm looking for a talented individual based in Mumbai or Bengaluru with a background in plastics to help me create a prototype for a plastic machine. The design is already complete, and the prototype will be for a household cleaning appliance. Key Responsibilities: - Utilize the provided design to create the prototype. - Source and use as many regular, readily available parts as possible to avoid the cost of dye manufacturing. - Understand and work with the specifications and requirements of a cleaning appliance. The goal is to produce around 300 units, so the ideal candidate should have experience in prototyping for production. Skills in sourcing cost-effective materials and parts are a plus. Prior experience in creating prototypes for household appliances will be highly ad...

I'm looking for a talented mobile app developer to create a Minimum Viable Product (MVP) for a mobile learning app aimed at adults. The primary focus of the app is skill development, specifically in the areas of technical and creative skills. Ideal skills and experience for the job include: - Proven experience in mobile app development, preferably with a focus on educational or learning apps. - Strong understanding of technical and creative skills development content. - Experience with creating MVPs. - Excellent UI/UX design skills to ensure the app is user-friendly and engaging. - Ability to incorporate interactive and engaging elements into the app to enhance the learning experience.

I'm looking for a freelancer who can help me train a custom AI model using Ollama. The primary purpose of this model will be to assist with Fraud Detection. Ideal Skills: - Proficiency in AI and machine learning - Experience with Ollama - oepnwebui - Content creation knowledge - Data handling and processing - Understanding of AI training principles The model will need to be capable of generating a variety of content types, so a deep understanding of content patterns and structures will be beneficial.

We are seeking a talented and experienced freelance UI/UX designer to revamp the website for Vibranium, a leading company specializing in website UI/UX design. The ideal candidate will be responsible for enhancing the user experience, creating visually engaging layouts, and improving the overall interface design. The project will focus on delivering a sleek, modern, and intuitive design for our business portfolio website, ensuring it is responsive and optimized for both desktop and mobile users. Key Requirements: -Proven experience in UI/UX design, with a strong portfolio -Proficiency in design tools (Figma, Adobe XD, Sketch, etc.) -Knowledge of web development technologies (HTML, CSS) -Understanding of SEO-friendly design practices -Ability to incorporate user feedback and...

I'm looking for a machine that can generate Bitcoin phrases, also known as seed phrases, with the ability to integrate with an existing Bitcoin wallet. The project involves creating a program or device that can produce these phrases, ensuring that they are secure and unique. Key requirements: - The ability to generate Bitcoin phrases - Integration with an existing Bitcoin wallet - Ensuring the security and uniqueness of each phrase Ideal skills and experience: - Proficiency in programming and software development - Understanding of Bitcoin and cryptocurrency mechanics - Experience with wallet integrations - Knowledge of security best practices in phrase generation Please note, the approach for generating the Bitcoin phrases has not been defined yet. This is open for discuss...

Chemical Engineer Needed for Creating Industrial Chemical Datasheets and Catalogs **Description:** We are looking for a freelance Chemical Engineer with expertise in industrial chemicals to create professional datasheets and catalogs for our products. **Requirements:** - Research and compile technical specifications and industry applications. - Prepare datasheets and catalogs in editable formats (Word, Excel, and PDF). - Ensure the output is professional, accurate, and visually appealing. **Skills Required:** - Strong knowledge of industrial chemicals. - Proficiency in Microsoft Word, Excel, and PDF tools. - Excellent research and writing skills.

...marketing, particularly SDRs (Sales Development Representatives) and aspiring salespeople. The brand focuses on empowering young professionals with actionable strategies for career success while emphasizing the importance of physical and mental well-being. Brand Values: Empowerment: Helping readers take control of their careers and lives. Growth: Encouraging a mindset of continuous improvement and learning. Balance: Promoting the importance of physical and mental health in achieving success. Relatability: Speaking directly to the challenges and aspirations of Gen Z professionals. Actionability: Providing practical, immediately usable advice. Visual Style: Modern and Minimalist: Clean, bold typography (think sans-serif fonts like Montserrat, Poppins, or Bebas Neue). A simple, sl...

I'm an advanced Facebook Ads user looking to refine my skills. I specifically want to delve deeper into: - Advanced targeting techniques: Understanding how to reach my ideal audience more effectively. - Conversion tracking: Learning how to accurately measure the effectiveness of my ads. - Optimizing ad spend: Finding ways to get the most out of my budget. Fix Budget 1200 Rs. for this. I'd prefer a customized one-on-one session tailored to my specific needs and goals. Ideal skills for the job include: - Proven experience in teaching Facebook Ads. - In-depth knowledge of the platform. - Ability to customize sessions based on the learner's needs.

This is a learning platform using the AI to generate the game, from different level of the customer's situation.

.Net application needs a new grid in one of the modules. See the attached file. Development is to be done on the local machine.

We are seeking a skilled Meta Ads Expert to run a B2C lead generation campaign focusing on the loan/debt settlement industry. The ideal candidate will have hands-on experience with creating, optimizing, and managing Meta (Facebook & Instagram) ad campaigns that generate high-quality leads. This is a freelance position with an immediate start. Key Responsibilities: Campaign Planning & Strategy: Develop a comprehensive B2C lead generation strategy tailored to the loan/debt settlement niche. Identify the target audience and create a buyer persona for precise ad targeting. Ad Creation & Management: Design engaging ad creatives (image, video, and copy) that comply with Meta advertising policies, especially for sensitive industries like loans. Set up and manage campaigns acro...

I'm seeking a proficient Python developer with substantial experience in web scraping, specifically in image extraction. - Data Type: The primary focus of this project is scraping images from various online sources. - Sources: The specific sites for scraping can be discussed and will be determined based on your expertise and suggestions. - Output Format: The images will need to be stored in a manner that can be discussed further, depending on the scale of the project. Ideal freelancer should have: - Proficiency in Python and web scraping libraries such as BeautifulSoup and Scrapy. - Previous experience in image scraping. - Ability to suggest optimal sources for image scraping. - Good communication skills for discussing project...

I need an engaging 2D motion graphic for my website's homepage. The ideal candidate for this pro...that explains a concept in a fun and playful way. - Ensure the animation is suitable for a website homepage, attracting attention without being overly distracting. Ideal Skills and Experience: - Proven experience in 2D animation, particularly for web use. - Strong understanding of how to convey concepts through motion graphics. - Ability to create visually appealing and engaging animations. Attached is a video showing the general concept of the animation. We want to stick with the concept, it just needs some refinement. It should have a fruit machine / combination lock feel to it. and the last combination of words should "morph" into our logo rather than just fa...

...The script should: - Take a Wayback Machine page url as input - For each feature listed on (), determine if the feature is implemented on the Wayback Machine page by analyzing the page's HTML, CSS, and inline JavaScript. Make sure to exclude code injected by the Internet Archive. - Support all versions of all major browsers. - Output the feature compatibility list as a CSV file with four columns: wayback machine page root url, browser name, browser version, feature implemented yes/no. The freelancer should also provide a short document (1-3 pages) detailing how the script works. The ideal freelancer for this project should have extensive experience in Python scripting and web scraping, and they should understand CSS and HTML

I'm in need of a skilled web developer to create a comprehensive educational website. Key features of the site will include: - Online Courses: The website should have a robust system to host and manage online courses. - User Registration and Profiles: A user-friendly registration process is essential, along with personalized profiles for each user. - Blog and Articles Section: The site needs an integrated blog to share articles and updates. - Freelance Section: A dedicated space for freelancers is required, allowing for interaction and collaboration. The ideal candidate for this project should have a strong background in web development, with specific experience in creating educational platforms. A keen understanding of user interface design and e-commerce (even...

...size adjustment: Adjusts to the optimal size while maintaining readability according to the importance and length of the text. ③ Automatic font and color selection: Selects the appropriate font and color according to the brand color and target demographic. Utilizing NLP technology, we realize a design that matches the content of the text. (D) Automatic graphic material selection function ① The learning data stores metadata (media ID and its meaning) of graphic materials used in past banners. ② AI automatically selects, proposes, and places graphic materials highly relevant to product information. (E) Automatic background image generation function (optional) ① ChatGPT creates a prompt that generates an appropriate image as a background image from product information. ② Automatical...

I'm an intermediate user of Microsoft Advertising, looking for a hands-on tutor to help me create campaigns for my local service business. (Philadelphia) I want to expedite my learning curve and would appreciate your assistance with ongoing optimization of my existing account. Key Requirements: - Experience with Microsoft Advertising, particularly with keyword optimization - Ability to provide quick assistance via phone - Experience in teaching or tutoring, with the ability to explain complex concepts in a simple way Ideal Skills and Experience: - Strong understanding of pay-per-click advertising - Experience creating campaigns for local service businesses - Proven track record in keyword optimization - Excellent communication skills - Patience and understanding in teaching ...

I am hiring to build a chess training app, and planning to build it over a few...Analyze games with an open source engine Save their own sets of moves to test themselves against later Pay a premium subscription to access certain features Must have: Strong communication skills ios and Andriod app development experience Creative problem-solving A plus to have: A personal understanding/enjoyment of the game of chess. I'm making this app because in learning the game myself I have found existing apps for learning chess openings to be lacking. The full range of features I envision would become a bit complex, but the basic app should be fairly simple to build using the open source code. The success of that initial build will determine how far we will go in building out the ...

Job Title: AI Assistant Developer – Lead Response Integration () Location: Remote Contract Type: Freelance/Contract Overview: is seeking a skilled AI developer to set up and integrate key features into our AI assistant. The goal is to enable the assistant to efficiently process incoming leads, initiate calls within 5 minutes, and engage with the lead in a personalized manner—calling them by name and collecting relevant information for follow-up. The successful candidate will work closely with our team to refine this process and ensure a seamless, high-quality user experience. Responsibilities: Lead Detection and Processing: Configure the AI assistant to detect incoming leads in real time and trigger an automatic call within 5 minutes of receiving the lead’s i...

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We are looking for a talented freelance video editor to create a short, impressive, and dynamic Instagram Reel. The Reel should capture attention within the first few seconds, follow current Instagram trends, and convey a powerful message in 15 seconds or less.

I am looking for a skilled Python or JS developer with expertise in web scraping, Selenium, and HTML parsing to enhance and complete a job scraping tool for the Adzuna job portal. Project Goals: code must fetch all job listings from Adzuna for a given search query URL (e.g., ). Handle cases where JSON-LD data is missing by falling back to HTML parsing to extract all relevant details. Current Issues: my code scrapes some job data (titles, descriptions, company names, etc.), but many fields remain blank. Not all job listings are fetched; the script currently stops at ~157 jobs out of ~410 listed. Fallback HTML parsing is insufficient, leaving many fields incomplete. Requirements: Comprehensive Data Extraction: Fetch all job listings from

I am seeking a seasoned Selenium and Python professional who can assist me with automating the scraping of data from various e-commerce sites. Ideal Skills and Experience: - Proficient in Python and Selenium - Strong experience in web scraping - Familiarity with e-commerce websites - Understanding of data extraction and processing - Knowledge of legality and ethics in web scraping Please note, while the primary focus is on scraping product information, the scope may extend to other types of data as needed.

I'm in need of a Python expert who can assist me with a web scraping project. The primary focus of this project is to scrape user data from various websites. Skills & Experience Required: - Extensive knowledge and experience with Python, particularly in web scraping libraries such as BeautifulSoup, Scrapy, etc. - Familiarity with handling and parsing user data. - Prior experience with web scraping projects. - Understanding of ethical considerations and legal restrictions related to web scraping. - Ability to deliver clean, well-documented code. Please note that the exact websites from which data needs to be scraped will be determined later, so flexibility and adaptability are key.

I'm looking for someone who can download video tutorials from the Epic Games Developer website: ). The videos are there and the process is straightforward. $10 for this! Ideal skills and experience for the job: - Familiarity with the Epic Games Developer website - Experience with video downloading software - Ability to deliver content in the specified format (MP4) Please note, the video tutorials need to be downloaded and delivered in the MP4 format.

I am looking for a freelance recruiter or marketing professional to maximize the usage of my company-provided referral link for hiring purposes. The goal is to share the link with as many qualified candidates as possible and encourage them to apply for open positions through it. The freelancer will be responsible for: 1. Identifying relevant job seekers based on the company's open roles. 2. Strategically sharing my referral link with potential candidates via job boards, LinkedIn, social media, and professional networks. 3. Reaching out to candidates to explain the application process and ensure they use the referral link. 4. Providing regular updates on outreach efforts and link usage metrics. Success in this project will be measured by the number of valid applications submi...