Main differences between statistical analysis and data miningJobb

Hello! We're looking for an expert in Android or Flutter for an urgent project. Currently, we have the system connected on Android, but the app is lacking in many aspects. We need to connect the system on Flutter and develop the functionalities we need. In Android, we need to implement an ID confirmation and a dropdown category indicating products delivered in the main warehouse, among others. This will help us keep better control over the system. It's urgent, and we need to complete it today! If you have experience in Android or Flutter and can help us with this, please contact us as soon as possible!

I'm setting up a WordPress WooCommerce store where I sell physical products. I'm looking to have the shipping costs calculated based on the distance to ...shipping settings within WooCommerce, particularly for distance-based calculations. - Geolocation Skills: Proficiency in working with postal/ZIP codes to determine distances for shipping cost calculation. - Problem-Solving: Ability to troubleshoot and resolve any potential issues that may arise during the project. Your primary task will involve implementing a system that accurately calculates shipping costs based on the distance between the customer's address and the shipping point. Your familiarity with WooCommerce and understanding of how to integrate and work with postal/ZIP codes for...

I'm in need of a skilled Android developer to help create a Telegram clicker bot application. The bot should be able to perform various interactions within the Telegram app, primarily for mining purposes. The main functionalities the bot should have include: - **Automated Clicking:** The bot should be able to click on specific buttons within the Telegram app. - **Mining:** This is the main function, the bot is expected to mine in the app. The ideal candidate should have: - Proficiency in Android app development. - Experience in developing Telegram bots. - Knowledge of mining capabilities. The project is to be completed within a reasonable time frame. Please provide examples of previous similar projects.

I'm seeking a skilled blockchain developer with expertise in Solidity programming and Ethereum Virtual Machine (EVM) for the development of a decentralized application (dApp) with DeFi functionalities. We want to build this: With some changes: - colors, branding - different EVM blockchain (Base) I have the codebase, and the contract. What I need is: - for you to modify codebase for new contract, and new design. - host it (on Netlify, or something similiar if you think it is better). Or explain me how to host it. - assist me with testing on testnet.

I'm seeking a skilled video ...videos. The videos are less than 1 minute each and are shot in high quality, but I need additional touches to make them more engaging and professional. Key requirements: - Adding suitable background music that complements the food and the ambiance of the restaurant - Color correction and grading to enhance the overall visual appeal - Incorporating text overlays for menu items or any important information The editing should be seamless and not detract from the main focus of the videos - the food. Ideal skills and experience for this project include: - Proven experience in video editing, especially in the food or restaurant domain - Proficiency with video editing software (e.g. Adobe Premiere Pro, Final...

I'm in need of a WordPress developer to convert html files to a Wordpress theme for a doctors website. Key Features: - **Contact Form**: A basic contact form to collect user information. Images and text will be provided. Two main layout files will be provided. One for the home page and the other for content. Ideal Skills & Experience: - Proven experience in WordPress development is a must. - Familiarity with creating contact forms.

I'm seeking a skille...skilled video editor to assist in creating engaging Instagram Reels content. Each video will need to be between 15 to 30 seconds long and edited in a cinematic style. Ideal Skills: - Proficient in video editing software - Previous experience creating Instagram Reels - Able to understand and work in a cinematic style - Understanding of Instagram's video format and best practices - Knowledge of music selection and integration into videos The job will primarily involve editing existing video footage to create visually appealing and engaging content. You would be responsible for selecting and integrating suitable background music to complement the visuals. Your ability to work efficiently and deliver hi...

I need a professional developer to create a functional and aesthetically pleasing WordPress website. The purpose of the website isn't specified, but I'm open to a variety of options including e-commerce, blogging, or portfolio presentation. Key Points: - The website's main focus is yet to be determined, so flexibility is a plus. - The design requirements and preferences are open as well. - I'm looking for an intuitive, responsive, and well-structured site. Ideal skills for the job: - Proficiency in WordPress development and customization. - Strong understanding of web design principles and aesthetics. - Ability to create a site that's user-friendly and responsive. - Flexibility and creativity to accommod...

...software application that can search through public property records and monitor for changes, sending notifications through a dashboard. Key Requirements: - Develop a software application capable of searching through public property records. - Implement a feature that allows the software to monitor these records for specific changes. - The software must be able to send notifications regarding these changes through a dashboard. Ideal Skillset: - Proficiency in software development and programming. - Experience in database management and data analysis. - Familiarity with creating software for monitoring data and sending alerts. - Ability to create a user-friendly dashboard for notifications. If you have expertise in these areas and...

...their full potential? We are seeking a highly skilled and experienced Business Consultant to join our team. The ideal candidate will have a strong background in business strategy, process improvement, and project management. Key Responsibilities: • Conduct thorough business analysis to identify opportunities for improvement. • Develop and implement strategic plans and initiatives to achieve our goals. • Provide expert advice on business process optimization and efficiency improvements. • Collaborate with cross-functional teams to ensure alignment and effective execution of business strategies. • Prepare detailed reports and presentations to communicate findings and recommendations to clients. •...

I requ...help me with a statistical analysis of my sales data. The key tasks for this project are: - Conducting statistical analysis: I need you to run a detailed statistical analysis on my sales data. This will involve using advanced Excel functions to analyze variables such as sales trends, forecasts, and correlations. The ideal candidate for this project should have: - Proficiency in Excel: The chosen freelancer should have a deep understanding of Excel and be skilled in using advanced functions. - Statistical Analysis Expertise: Experience in statistical analysis is crucial, as you will be required to interpret the data and provide insights. - Attention to Detail: The wor...

...aligned to 5% above the bottom corner of the triangle  Orthogonal rotation • Text moves away from triangle. Minimum distance 1/64” between edge of block and edge of text • Grip allows for rotation from perpendicular  Stretch-able location of cable ID • Grip at insertion point of ID text • When the grip moves away from the default location o Line between symbol and text becomes visible o Line around text becomes visible  Automatic overlap protection • ID attributes shift if necessary to avoid overlap with other ID attributes. o 0 up o 180 down o 90 left / up (text looks like multiple lines) o 270 right / down (text looks like multiple lines) • Box around text and line from bottom of ID text to midpoint on edge of ...

I'm looking for a platform that can create a map with specific features. The main purpose of this map will be data visualization. The primary focus is on having a drop-down menu that can change the status of each location on the map. Key Features: - Pop up to display information: While the drop-down menu is crucial, the ability to display additional information in a pop-up window is also important. - Change color according to status: It's essential that the map can visually distinguish between different statuses. - Ability to add notes: These should be easily added and editable, with an additional capability to draw on top of these notes. I plan to update this map manually, so the interface must be user-friendly. I'm open to various solutions, ...

...game for both iOS and Android, in the grinding genre. I will provide map converters and all necessary assets for the game. Key Features: - Multiplayer Functionality: The game should have the capability for players to interact with each other in-game. - Leaderboards: Implement a system for players to compare their achievements and progress. - In-app Purchases: Include a functioning in-game store where players can purchase virtual goods. As the project is mainly about implementing the provided mechanics, I'm looking for someone with experience in online game development, particularly in the mobile sector. In addition, knowledge of grinding game mechanics will be helpful. An ideal candidate would have experience with implementing multiplayer functionality, lead...

...experienced professional in Power Factory and Electronics. The project will involve a mix of tasks such as circuit design, power system analysis, PCB layout design, as well as potentially designing a circuit, simulating power systems, and developing control systems. Ideal Skills and Expertise: - Proficiency in Power Factory and Electronics - Prior experience in circuit design, power system analysis, and PCB layout design - Capability to undertake tasks related to designing circuits, simulating power systems, and developing control systems. - Strong problem-solving ability The task involves working on a project where knowledge and expertise in Power Factory and Electronics is crucial. The right candidate should be a...

I need a professional sound engineer to perform three main tasks on an audio file that exceeds 5 minutes in length. The original audio file is in MP4 format. The tasks include: - Removing background noise and interference, - Fixing audio distortion, - Enhancing the overall clarity of the audio. Ideally, the person for this job has experience in audio editing, sound engineering, and professional software for audio clean-up. Previous work with MP4 audio files will be preferred. This task requires precise and careful attention to audio details.

...local following on both my Facebook and Instagram accounts. The ideal number of new followers I'm targeting is between 1,000 to 5,000. Key Requirements: - Local Following: The focus is on attracting followers from a specific region or city, making it crucial for the growth to be locally targeted. - Quantity: The goal is to boost each account's following by 1,000 to 5,000 followers. Ideal Experience/Skills: - Proven Experience: Must have a solid track record of growing followers on both Facebook and Instagram. - Targeted Growth: Expertise in attracting followers based on a specific location. - Quantity Delivery: Capable of providing a significant number of followers within the desired range. - Organic Growth: Ability to generate real, organic followers ...

I'm looking f...1-10 remote employees to securely access our network. Key Requirements: - Compatibility with Windows: Since our employees primarily use Windows machines, the VPN should work seamlessly on this operating system. - Remote employee access: The main purpose of this setup is to allow remote employees to securely access our network from their location. Ideal Skills: - Experience with CISCO VPN: I'm looking for a professional who has successfully set up CISCO VPNs in the past. - Strong understanding of network security: It's crucial that the VPN is secure and properly configured to protect our network from potential threats. - Windows networking expertise: Since the setup needs to be compatible primarily with Windows, a good understanding of Windows ...

Mujhe ek software developer ki need h Jo ki c# and php language dono Janta ho aur wo developer 10 year experience ho Mera part time work h USS pe kaam krna h main ushko 30k monthly duga agar koi developer ho to msg kare mujhe

I require an expert Flutter developer to create a tailor-made billing app for my business. The main functionalities encompass invoicing, expense tracking, and inventory management. Key Requirements: - Development of an app using Flutter. - Design an easy-to-use interface for invoicing. - Develop expense tracking tools to monitor business costs. - Implement inventory management functions to help control stock levels. Ideal Skills and Experience: - Proficient in Flutter development. - Previous experience designing and developing billing apps. - Familiar with developing invoicing, expense tracking and inventory management features. - Portfolio showcasing previous applications developed.

...The main aim of this project is to showcase our services and treatments in a visually appealing and organized manner. Key Requirements: - The website should be designed to effectively showcase our range of services and treatments. - It should include a detailed price list for our services. - The design should be modern, engaging, and suitable for the beauty industry. A clean, professional and elegant style is preferred. - It must be user-friendly and easy to navigate, ensuring visitors can quickly find the information they need. - It should have a Content Management System (CMS) that allows easy updating of the content. - The website must be responsive, ensuring it looks great and functions well on all devices. Your role as a des...

...highlighting its features and benefits in a visually appealing way. - **Color Scheme:** I'm open to suggestions regarding the color scheme. The main focus should be on making the product stand out and catch the visitor's attention. - **Essential Elements:** The landing page should have a product demonstration video. A creative and engaging video showcasing the product's capabilities is crucial for conversion. I'm looking for a designer with a keen eye for product promotion, a good understanding of user experience, and the ability to create designs that drive action. Skills and Experience: - Proven experience in designing landing pages that promote products or services effectively. - Proficiency in creating engaging product ...

As an intermediary between apparel factories in China and our business, we're seeking a professional with expertise in quality control, logistics coordination, and sourcing fabricants for minor garment alterations. Key Requirements: - Quality Control: You should have a skilled eye for inspecting garment quality and ensuring our standards are met. - Logistics Coordination: You'll be responsible for coordinating the smooth transport of goods from China to other countries. - Dealing with manufacturer: you will be the link between the fabricant and us, so we will need a bilingual person (English and Chinese). - Fabricant Sourcing: You should be able to help us find a fabricant that can make small alterations to common garments. Cus...

...a dual purpose; demonstrating how to use RIIZE, and highlighting the benefits of the product. Additionally, the videos should convey why RIIZE is the right choice for our predominantly male audience over 55. - **Tone:** We're looking to strike a balance between being clean and minimalist, fun and energetic, as well as professional and polished. Your Role: - **Scripting:** As part of the project, you will be expected to create the scripts for the videos. - **Production:** You will be responsible for producing the videos, showcasing the product in a visually appealing and engaging way. - **Target Audience Focus:** It's crucial that you keep the target audience in mind, ensuring the message is tailored to appeal to men over 55. Ideal Sk...

I'm...Key requirements: - Design and develop a user-friendly barcode inventory control system - Experience with 1D barcodes, preferably UPC and EAN - Capability to integrate with existing product management software The main users of this system will be store staff members. Therefore, it should be easy to navigate, and seamless in functionality to support a fast-paced retail environment. Expected expertise: - Proven experience in building similar inventory management systems - Proficiency in working with 1D barcode technology - Expertise in software integration - Solid understanding of user interface for non-technical staff members The successful bidding freelancer will demonstrate a strong understanding of 1D barcode technology, inventory managemen...

Hi, I need a structural engineer to design a steel i beam for a 20' 3" span (wall between kitchen and living room is being eliminated) and a second Steel I beam for a 23 foot span beam in the center of the family room.. I want the I beam to be completely hidden in the floor joist which are either 2x8 or 2x10 floor joist. These beams are for a cape cod style house the address is 56 Hale Rd Glastonbury CT 06033. Above the Family room there is a flat roof, above the kitchen and living room there is living space and a roof . Please let me know if you need anymore information.

We are looking for a skilled and experienced Javascript web game developer to create a casino slot game frontend. The ideal candidate should have a strong understanding of Javascript, as well as experience with for game development. The main responsibility will be to develop the frontend of the casino slot game, ensuring smooth and engaging gameplay. The developer should be able to create interactive game features, handle animations, and integrate sound effects. Attention to detail and a passion for creating high-quality games are essential. Collaborating with the backend team to integrate the game with the server will be required. Required skills: - Experience in developing casino slot games. - Strong proficiency in Javascript/typescript ...

I'm looking for a skilled freelancer who can help automate various tasks in Excel. This includes, but is not limited to, data entry, formulas, and calculations. Key responsibilities: - Automating data entry processes within Excel - Implementing advanced formulas and calculations to streamline calculations - Generating reports and carrying out data analysis using Excel - Ensuring the accuracy and integrity of automated processes Ideal skills and experience: - Proven experience in automating tasks in Excel - Advanced knowledge of Excel functions and formulas - Ability to understand complex data sets and create accurate reports In your application, I'd like to see: - Examples of similar projects y...

...developer to help me with an upcoming project. Your main tasks will be focused on the front-end, data modeling, and business logic development, with a timeframe of less than a month. Key Responsibilities: - Building user interfaces: You should be able to create clean, responsive, and intuitive user interfaces using Angular. - Developing data models: You will be responsible for designing and implementing data models that can efficiently handle and manage the project's data. - Implementing business logic: You must be able to translate business requirements into technical solutions, creating the necessary functions and processes within the Angular framework. Ideal Candidate: - Proficient in Angular: You should ha...

I'm looking for a skilled Flutter developer to create a mobile application for both iOS and Android. I'm open to discussing the main functionality of the app with the chosen developer. However, I am particularly interested in including some key features like user authentication, push notifications, and in-app purchases. My ideal professional for this project would have experience in developing Flutter apps that are compatible with both iOS and Android, as well as integrating the mentioned features seamlessly. A good understanding of UI/UX design principles would be a plus. Please feel free to reach out to me if you believe you are the right fit for this project. Thank you.

...count - Customizing the message content The app does not need to include analytics to track the number and timing of messages sent. More information: Can someone develop an Android app that can do the following: Automatically send a message in a WhatsApp group at random times. For example, send 3-5 messages per day at random times. The number of messages should be adjustable within the app. The messages should be sent between 9:00 AM and 10:00 PM (always at random times). The time range during which the messages are sent should be adjustable within the app. Why do we need such an app? These messages are intended to prompt a person in the WhatsApp group to take an alcohol test and post the video of the test in the WhatsApp group. The purpose is to monito...

I'm seeking a skilled WooCommerce specialist...WooCommerce specialist to enhance the performance of my 4 single-product sites. The main issue that needs to be addressed is the slow loading times. Key Details: - There are 4 identical websites (for different markets), each with approximately 5 pages along with legal pages. Requirements: - Experience with optimizing WooCommerce websites is essential. - Proven track record of significantly improving website load times. - Understanding of international audience and its implications for optimization. Access: - You will be provided with WordPress admin access and hosting account access. Timeline: - I need this project completed ASAP. Please only apply if you have a strong background in WooCommerce optimization ...

...Interface (UI) design and database integration. The ideal freelancer for this project should have: - Proven experience in Visual C# programming - Ability to create a clean and minimalist user interface. - Proficiency in database integration, specifically with handling user data and profiles. Main tasks and features include: - Developing an intuitive and minimalist UI using Visual C#, to ensure easy navigation and optimal user experience. - Integrating the system with a database that handles user data and profiles. This includes setting up, managing, and maintaining the database to ensure its smooth operation. This project requires a successful blend of programming skills and a keen eye for design to ...

I need to automate the update process on my Node.js server runn...automate the update process on my Node.js server running on an EC2 instance every time I push to the "main" branch on GitHub. Here's an overview of what I'm looking for: - Set up a CI/CD pipeline using GitHub Actions, as I have an existing EC2 instance for hosting the server. - Ensure that the server on the EC2 instance automatically updates with the latest version of the code from the "main" branch on GitHub. Skills & Experience: - Proficiency in configuring CI/CD pipelines with GitHub Actions is essential. - Experience with Node.js server deployment on EC2 instances is highly preferred. - Familiarity with building and testing Node.js applications. - Good understandin...

I'm looking for an expert who can convert our existing React application to Next.js. The main reason for this move is to improve the performance. Start application with "next", All others will be ignored.

I'm looking for a skilled individual who can help me bring my ideas to life through a realistic portrait made in Photoshop. Key Project Details: - This is a personal project - The main subject of the picture is a portrait - The style desired for the portrait is realistic Skills and Experience Required: - Proficiency in Adobe Photoshop - Strong background in portrait art - Ability to create realistic depictions - Strong communication skills to understand and translate my vision into the portrait Looking forward to working with a talented artist who can deliver high-quality results and help me realize my vision.

...building high-quality backlinks, and improving website load speed. The end goal is to increase website traffic and improve its ranking on Google. Ideal Skills and Experience: - Proven track record in SEO with a focus on Google search engine - Proficiency in keyword research, content optimization, backlink building, and website speed optimization - Familiarity with service-related keywords is a plus Your main responsibilities will include: - Analyzing and revising existing SEO strategies - Conducting thorough keyword research - Identifying high-quality backlink opportunities - Ensuring website load speed is optimized - Monitoring website traffic and performance - Implementing on-page and off-page SEO best practices If you'...

...be a combination of a Zigzag indicator and a Pivot indicator, which can be tailored based on my specific requirements and trading rules. Key Features: - Custom Zigzag Indicator: The indicator should be able to identify the various price swings in the forex market in a zigzag pattern. - Pivot Indicator: It should also be able to calculate and mark pivot points based on the price action. - Customizable: The indicator should be flexible and adjustable to my specific trading strategies and preferences. - User-Friendly: It should be easy to use and understand for a trader, with clear visual markers and alerts. Skills and Experience: - Proficient in TradingView's Pine Script language. - Strong understanding of forex market dynamic...

...overhaul two of my websites. The current design is outdated and more importantly, is leading to a poor user experience. The main issues I want to be addressed are the poor loading speeds and an overall unattractive UI. Key Improvements Needed: - **Faster Loading Times:** The current websites are very slow to load which is driving away potential users. I'm looking for a redesign that can significantly improve loading times. - **Responsive Design:** Both websites need to be responsive across different devices. A mobile-friendly design is crucial to attracting and retaining users. - **Attractive UI:** The redesign should include interactive elements, optimized images and graphics to make the websites visually appealing. Skills and Experience...

I'm looking for a professional to help me format my Kindle e-book and design a cover. Key requirements: - Experience in creating e-books for Kindle - Proficiency in cover design - Ability to deliver a polished, professional product Please note: The content of the e-book is already completed, so the main focus will be on formatting and cover design. If you have a portfolio of previous e-books you've worked on, it would be great to see.

I'm in need of a diligent and proactive virtual assistant. Your main responsibilities will include daily calendar management and tracking tasks in Notion. Key Duties: - **Daily Calendar Management**: Keep my calendar up-to-date and organized. - **Task Tracking**: Use a provided Notion template to monitor my progress on tasks. - **Reminder Services**: Proactively send me reminders for upcoming events and deadlines. Ideal candidates should have: - **Experience as a Virtual Assistant**: Proven ability to handle similar tasks. - **Familiarity with Notion**: Ability to navigate and use templates in Notion efficiently. - **Strong Organizational Skills**: Capable of keeping my schedule in order. - **Excellent Communication Skills**: A proactive app...

I'm looking to transform my Linux laptop into a hosting server to sell hostin...Linux laptop into a hosting server to sell hosting plans. I will provide root access for setup and maintenance, so you'll have full control to configure and manage the server. I prefer using cPanel as the hosting control panel for managing hosted sites. The main tasks and requirements for this project include: - Setting up the laptop as a hosting server - Installing and configuring cPanel - Advising on any additional software or configuration needed to make the hosting business-ready - Ensuring the server is secure and properly maintained Ideal applicants will have experience in: - Linux server administration - Setting up hosting environments - cPanel an...

I'm in need of a reliable data entry professional to input a mix of text, numeric, and image data into a spreadsheet. The job involves inputting between 100 to 500 entries. Ideal Skills: - Proficiency in data entry with a strong attention to detail - Ability to handle different data formats (text, numeric, and images) - Experience in spreadsheet software, ideally with knowledge of conditional formatting and data validation. The data may need to be sorted and organized, so any experience or skills in data organization are a plus. It would be beneficial if you have a basic understanding of different types of data and their implications for the final use of the spreadsheet. Please be pr...

I'm in need of a comprehensive business plan, specifically tailored for my precis...comprehensive business plan, specifically tailored for my precision agriculture venture. - **Objective**: The main focus of this business plan is to outline the business goals and strategies. - **Industry**: The project is in the precision agriculture sector. - **Specific Goals**: * A key goal of this venture is offering a cost-effective agriculture drone capable of carrying up to 250lb. Ideal freelancer for this project should have: - Proven experience in writing business plans, especially within the technology or agriculture industry. - Ability to conduct market research and provide detailed industry analysis. - Excellent communication skills to effectively articul...

...programming. Key tasks will revolve around developing TCP/IP socket programming and facilitating client-server communication. Ideal Experience: - Expert knowledge of C programming. - Proven background in TCP/IP socket programming. - Familiar with client-server communication protocols. Main Responsibilities: - Implementation of TCP/IP sockets serving the required functionality. - Establish an effective client-server communication. - Carry out rigorous tests to ensure optimal performance. - Be prepared to tackle unexpected challenges or problems. This project needs an expert who understands the intricacies of C network programming and TCP/IP socket programming. Your prior experience in developing secure and functional client-server communication will be pi...

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I'm looking for an experienced engineer who can create a modern and minimalist user registration website. Below are the main specifications: - The website should allow user registration and login. The user registration process should be intuitive and user-friendly. - It's crucial that the website is responsive and mobile-friendly. It should provide the same great experience on all devices. - The design should be modern and minimalist. Clean lines, white space, and a focus on usability are key. This project requires someone who is skilled and experienced in HTML, CSS, and Javascript. The freelancer should be able to create a beautiful, functional website that meets the specifications above. Please provide examples of...

...will be to create and implement some crucial functionalities to enhance player experiences. Here's what I need from you: * Develop a Chat System: We need a comprehensive chat system that allows players to communicate freely and effectively. * Establish an Economy System: This will be critical in regulating player transactions and creating an overall balance in the game world. * Create Mini-games: Our server should contain mini-games for players to partake in. These should be engaging and enjoyable. * Introduce Survival Elements: Implement survival elements like 'lifesteal', that provide added suspense and excitement. The main goal here is to create an engaging community where players can interact seamlessly. If you have experie...

...can help me implement lead generation strategies via Facebook and Instagram ads. Key Project Details: - Platforms: The project requires a focus on Facebook and Instagram Ads - Goal: The main objective of the campaign is to generate leads - Target Audience: The campaign must effectively target professionals with bacheror title - Retargeting available The ideal freelancer for this project should have: - Proven experience in running successful lead generation campaigns on Facebook and Instagram, with a strong understanding of both platforms - A track record of reaching and engaging with a professional audience (25-54) - The ability to creatively develop and optimize ad content that attracts leads - Strong skills in data analysis ...

I'm in need of a skilled Wordpress developer who can help optimize my website for specific keywords to impr...of SEO - Proven experience in optimization - Proficiency in keyword implementation - Good grasp of backlink building techniques - Experience working with Wordpress sites and optimizing them for search engines Your main responsibilities will be: - Reviewing the technical areas of the website for keyword optimization - Implementing on-page optimization strategies - Developing and executing a robust backlink building strategy Ideal for someone who is a Wordpress expert. Has a strong foundation in SEO. If you have a track record of improving website traffic through SEO and can implement rudimentary architectural changes and minor fixes, then ...