Xampp mysql workbench mac jobs

I'm looking to integrate Optical Character Recognition (OCR) into my web application. The primary goal is to automate data entry processes. The current application contains manual data entry. I am attaching a screenshot of how it is entered manually and a picture of the paper from which it is typed. OCR should be done automatically. We can take pictures with a mobile phone in a few seconds...primary goal is to automate data entry processes. The current application contains manual data entry. I am attaching a screenshot of how it is entered manually and a picture of the paper from which it is typed. OCR should be done automatically. We can take pictures with a mobile phone in a few seconds so that everything is finished. The application is in spring boot and angular. The database ...

I am hiring for a Full Stack Web3 developer for my team. Tech Stack: Blockchain: Blast (EVM) Frontend: Typescript + NextJS + Tailwind + Vercel + WAGMI + Ethers V5 + Typechain Backend: Typescript + Vercel Lambda + tRPC + AWS + Prisma ORM + Ethers V5 + Typechain + Upstash Redis Database: MySQL (Planet Scale) + AWS S3 Storage Randomization: Gelato VRF Static File Hosting: AWS S3, Pinata Smart Contracts: Foundry, Hardhat Monorepo. Here you go: Objective: Design and implement a scalable backend and frontend system for tracking and displaying NFT transactions similar to the "Activity" feature on OpenSea The system should handle varying loads seamlessly, from 500 to 50,000 users. Tasks: System Architecture Design: Task: Design the overall architecture for the activity

...full time developers. This platform will reside on the AWS network, preferably using MySql and Linux. We will be recreating a PHP/MySQL platform to a JavaScript/MySQL platform with approximately 200 features. This new platform will require a significant upgraded user experience, integration of animated graphics and faster reports processing. Our current platform has some components that are 10 to 20 years old. You will be creating from scratch and not using ANY of the current code. Key Developer Requirements: - Extensive experience in JavaScript platform development. - Access to skilled User Experience programmers - Knowledge in Google Mapping - Knowledge with AWS and setting up Linux servers and MySql databases Your team will be replicating our current s...

...experienced in Apache NiFi to create a workflow pipeline. This will involve converting and integrating data into MySQL. Key Requirements: - Proficiency in Apache NiFi: You must have a solid understanding of the platform to develop efficient and reliable data conversion workflows. - MySQL Integration: Experience in integrating data with MySQL is essential. - Data Conversion: You will be responsible for converting the data - previous experience in this area is highly desirable. Please note the following: - The type and source of data to be converted is not yet defined. - The triggering mechanism and frequency of workflow runs are also pending. Ideal Skills: - Proficient in Apache NiFi - Strong MySQL Integration skills - Previous experience in data conversion...

...simulation . The main focuses of this project include performance evaluation, energy consumption analysis, and routing protocol comparison. Key Requirements: - Previous experience in WSN network simulation - Able to develop a proprietary MAC protocol - Proficiency in relevant programming languages and software such as NS2/NS3, MATLAB, or OMNeT++ - Strong understanding of WSN system design Your primary role will be to help me create a comprehensive simulation that accurately represents a WSN network, as well as develop and test a proprietary Medium Access Control (MAC) protocol. This will require a keen eye for detail, a solid understanding of network architecture, and a strong background in programming and simulation software. If you have a proven track record in this ...

I'm searching for a professional who is proficient in SQL coding specifically for MySQL database design. PowerShell scripting or similar would also be beneficial. This is a basic level project taking existing Local government procedures and converting them into SQL based processes. An example of which would be creating a import procedure for traffic count data that is presented in a text format (example attached) Ideal Skills: - Experienced with MySQL Database Design - Well-versed in SQL coding - Ability to simplify complex instructions - PowerShell for anything not possible in SQL This project will demand creativity and intelligence to design procedures that simplify data entry processes. Please only bid if you can offer solutions according to the basic complex...

I am experiencing slow query processing and management issues with large tables in my MySQL database, primarily storing transaction data. I am seeking a DBA specialist to diagnose and resolve these bottlenecks and improve the overall performance of the system. Ideal Skills and Experience: - Proven experience in MySQL database administration and optimization - Knowledge of query execution plans and optimization techniques - Proficiency in managing databases with 10-50 tables - Experience in handling databases primarily housing transaction data Tasks include: - Investigating and diagnosing slow query performance - Optimizing handling of large tables - Implementing necessary changes to enhance overall database performance.

..."" to assist me in setting up and running the demo-k6-operator project on my Mac machine. Your guidance should help me to understand how this project works, which is my primary goal. Key requirements: - Expertise in running and configuring projects from GitHub repositories on Mac machines - Solid understanding of the demo-k6-operator project - Ability to provide clear, detailed instructions and guidance for running the project on my machine - Patience and willingness to explain concepts to help me understand the project better The specific challenge we may face is that I'm using a Mac CPU that is NOT Intel, so experience with this kind of set-up would be a significant advantage. Your support in troubleshooting any compatibility

...questionnaire is complete. 3. At the end of the 10 questions, it displays your total score out of 10. 4. Afterwards, it returns to the home page, to START. The app should meet the following requirements: - Conduct a simple questionnaire based on the provided API - The app should be mobile compatible, as in looks aesthetically sound on mobile. - Should be compatible with all major browsers on PC, Mac, android, iphone. - Be user-friendly and responsive - Open to suggestions on technologies suitable for this - Clean UI, open and creative. - Fade out after selecting, and then fade in for the next items for selection. i.e. smooth transition between in-page transitions. - To be hosted on linux cpanel, php v8.0 - - - Please respond by letting me know how you intend to do this proj...

I'm in need of a skilled graphic designer to create a Gif maker that is compatible with both Windows and Mac operating systems. The main aim of the gif is to attract user to open and register to a form in my website I need a gif like the attach file ( i have my box and my voting card that enter to the box) If you have experience in creating similar things, I'm keen to hear your ideas and see samples of your previous work.

I need assistance to effectively integrate a post form into my project. The form should be skillfully designed to send data to a MySQL database, and to handle CRUD operations. Key Requirements: - Collaborate with me to understand the form's workflow and user interaction. - Skillfully implement the form to effectively send user data to a MySQL database. - Ensure the form is able to perform Create, Read, Update and Delete operations, where necessary. Ideal Skills: - Proficiency in form implementation. - Strong experience with MySQL databases. - Good understanding of web project workflows. Your bid should demonstrate your understanding of the requirements and provide a clear strategy for how you intend to approach this project.

...structure, directories, and templating system (Liquid). Experience manipulating orders, grabbing data from the database, and crafting custom views using Liquid shortcodes. Proven ability to develop custom Shopify plugins to achieve complex functionalities. Technical Skills: Proficiency in Shopify development languages (Liquid, JavaScript, HTML, CSS). Experience with database manipulation (likely MySQL). Communication & Collaboration: Excellent written and verbal communication skills in English. Ability to clearly explain technical concepts to non-technical stakeholders. Comfortable participating in regular video calls to discuss project progress. This is a long-term project for a passionate developer who thrives on pushing boundaries. Are you ready to take Shopify to the ne...

The aim of the project is to create a nodeJS program that will retrieve an xls file from an email inbox in order to geocode the addresses present in the file via the Google Maps API and insert the geographic coordinates into an SQL table. You can follow these steps: 1. Retrieve the xls file from the mailbox - cron every hour 2. Normalize the xls file for integration into a MySQL table 3. Configure access to SQL database from JavaScript. 4. Insert data into table via SQL query 5. Retrieve addresses to be geocoded from the SQL table. 6. Use Google Maps API to geocode each address. 7. Insert the geographical coordinates (latitude and longitude) in the SQL table. Each line in the xls file corresponds to a delivery. The file has 15 columns. The column names are, in order: Shipment, ...

I have a few C++ projects that need compiling. These projects may include console applications, desktop applications, or even game development programs. I require someone with experience in C++ who can compile these projects. Key Requirements: - Proficient in C++ - Experience with compiling C++ projects - Knowledge of various platforms like Windows, Mac, and Linux, is a plus Your role will be to ensure the successful compilation of these projects, ensuring they run smoothly on various platforms. If you have a strong understanding of C++ and compiling, please get in touch.

...scalable backend infrastructure that can handle high volumes of bookings while ensuring a smooth user experience. I need a skilled Core PHP Developer to build a custom web application with database management capabilities, using MySQL as the preferred database management system. The application should be well-structured and efficient with an emphasis on data handling. Key Requirements: - Extensive experience working with Core PHP. - Proven track record of developing dynamic, secure, and efficient web applications. - Strong understanding and experience with MySQL database management. - Ability to ensure the application is well-structured and follows best practices for data handling. - Strong problem-solving skills and the ability to work independently. ?️ Key Responsibi...

I have an existing Laravel-based ecommerce application that requires a series of modifications and additions. Key Tasks: - **New Tables & Conditions**: I'm looking to add several new tables and conditions to the application. Skills & Experience: - **Laravel Proficiency**: I'm seeking a seasoned Laravel programmer who has extensive experience ...Proficiency**: I'm seeking a seasoned Laravel programmer who has extensive experience with ecommerce applications. The ideal candidate should be highly proficient in Laravel framework and comfortable creating new tables and conditions within the application. - **Database Management**: A solid grasp on database management is crucial to successfully add and integrate these new tables. Experience with MySQL or other r...

I'm looking for an experienced PHP developer who is well-versed with MySQL to help me with editing the search module of my website. The primary focus of this project is on modifying the way images are retrieved then displayed in the search results. Key Requirements: - Modify the retrieval of images in the search results to use URLs for specific sizes as opposed to the current methodology of storing images locally and then displaying. - No specific enhancements are needed for the image thumbnails, just an adjustment in the retrieval and subsequent display methodology. Ideal Skills: - Proficiency in PHP and MySQL - Experience with implementing search modules in web development - Familiarity with retrieving and displaying images in various sizes - Strong problem-solving ...

HRM Modules: This application allows representing the relationships between employees, the groups they belong to, and the training they have attended. 1. "Employee": They are characterized by: name: The employee's last name. first_name: The employee's first name. date_of_birth: The employee's date of birth. position: The position held by the employee. establishment: The establishment where the employee works. hire_date: The date the employee was hired. contract_type: The type of contract. seniority: The seniority. 2. "Group": They are characterized by: group_name: The name of the group. group_selection_criteria: The selection criteria of the group. 3. "Training": Each training is characterized by: name: The name of the training. description: A...

Hi, Nee one simple PhP,MySQL app which will prompt/require for Document-URL: and extract all the short abbreviations inner in (....) from entire document(with PDF,...extensions). The report/result will like this table with 2 columns: sentence | terms-founded | string of terms | check-selection | button "do-it" Then I will select the terms by checking and then I will press the button "do-it" and the selected terms founded between (...) will be savet into MysQl Table. So for Document-URL: this is simple example of line from this report -sentence: "With the deployment of

...artificial intelligence (AI) features. • The website aims to leverage AI technologies to enhance user experience, improve job matching accuracy, and streamline the recruitment process for both job seekers and employers. • Development should be based on modern web technologies, such as HTML5, CSS3, JavaScript, and server-side scripting languages like PHP or Python. • Database management system (e.g., MySQL, PostgreSQL) for storing user data and job listings. • Integration with third-party APIs for features like job search, location services, and social media. • The recruitment website will incorporate AI-powered features such as natural language processing (NLP), machine learning (ML), and data analytics to deliver advanced functionalities including intel...

I need an experienced developer to implement a Google Sign-In feature for my Electron desktop app, which is being developed for both Windows and Mac. Key Requirements: - Implement Google Sign-In: I need to offer my users the ability to securely sign in to my app using their Google credentials. - Cross-Platform Compatibility: The implementation should work seamlessly across both Windows and Mac operating systems. The ideal freelancer should have: - Prior Experience: Please include details of your relevant experience in your application. NOTE: THE DEVELOPER WILL HAVE TO CONNECT AND WORK ON REMOTE ON MY SYSTEM.

I'm in need of an iOS developer who is proficient in Flutter. The dev must need to have Mac.

We are seeking an experienced custom web developer to create a unique web application tailored to our specific needs. The ideal candidate will have expertise in the following areas: Recommended applications and Technology: HTML, CSS, JavaScript, React/Vue/Angular) Laravel, CodeIgniter, Node.js, Python, Ruby on Rails, PHP, or similar - Database management (MySQL, PostgreSQL, MongoDB, etc.) - API integration - Responsive design **Responsibilities:** - Develop and maintain the web application according to the project specifications. - Collaborate with our team to refine and improve features. - Ensure the application is secure, efficient, and scalable. **Requirements:** - Proven experience in custom web development. - Strong portfolio showcasing relevant projects. - Excellent proble...

Current project is built on Laravel for both front and backend. Need to build React frontend to replace Laravel frontend side. All the pages inside current pages should be moved to React with new template UI and all same functionalities. Main Laravel fronten...All the pages inside current pages should be moved to React with new template UI and all same functionalities. Main Laravel frontend back end Login this saas/superadmin version (include All modules) USE THIS Admin TEMPLATE FOR Frontend Current system making this stacks - Laravel, MySQL, VueJS, JQuery & Bootstrap, DOCUMENTATION API DOC

I need a skilled person to help me create a bootable USB for Windows 11. I'm on Mac and need this to be Windows 11. Please let me know how long this will take.

...Function to an Azure MySQL database. The function is being used as a Web API, and I need it to be able to both read and write data to the MySQL database. Key Requirements: - Development: You will need to establish a secure, reliable connection between the Azure Function and the Azure MySQL database. - Data Handling: The API should be able to retrieve data from the database as well as input new data into it. - Security and Optimization: Ensure proper security measures are in place to protect the data, and optimize the API for performance. Skills and Experience: - Proficient in C#: You should have strong experience working with C# and Azure Functions. - Azure Services: A solid understanding of Azure services and how they interact. - MySQL Database: Previous e...

Hello, I need a reliable, fast, and affordable installation of the Stripe payment processor for my website, from someone who keeps their commitments. This person must have knowledge of HTML, PHP, and MySQL. Regards

...WordPress site on the chosen hosting platform. Ensure HTTPS is enabled for secure data transmission. Provide documentation and a brief training session on managing the site and handling common issues. Technical Requirements: Frontend: HTML, CSS, JavaScript (with jQuery or a framework like React/Vue if necessary). Backend: PHP, WordPress, Google Cloud Text-to-Speech API, FFMPEG. Database: MySQL or equivalent (if needed). Hosting: Recommendations for hosting solutions that support WordPress and required processing capabilities. Deliverables: Fully functional WordPress website with the described features. Custom WordPress plugin for handling audio generation and integration. Documentation for setup, maintenance, and troubleshooting. Brief training session for site ad...

...need an expert to pull data from my MySQL database, specifically from the Customers and Orders tables, and send it to a Slack channel in a unified message. The data includes text, numeric, and date entries. Key Requirements: - Integrate MySQL data with Slack: I need the freelancer to help me integrate the data entries from the specified tables with a Slack channel. - Collide Entries: The entries from the Customers and Orders tables need to be combined into a single, coherent message. - Include Specific Fields: The message should include specific fields from the MySQL tables. These fields include Customer Name, Order ID, Order Date, Customer Phone Number, Customer User ID, Product Details, and Product Quantity. Ideal Skills and Experience: - Proficient in MySQL...

...developer with experience in creating automation tools. We're looking to build a sophisticated website and dashboard, which will be later integrated with API and MySQL. The final product should be a robust, blockchain-based automation platform. Key responsibilities include: - Building a website and dashboard from scratch - Implementing blockchain technology for automation - Ensuring seamless integration with API and MySQL The ideal freelancer should have: - Extensive experience in web development, particularly in creating automation tools - Proven track record in implementing blockchain technology - Strong understanding of API and MySQL integration - Ability to deliver high-quality work within a short timeframe This is an urgent project, and we need someone ...

I need a developer proficient in and a good understanding in API development. I have a parameter I would like to pass which is a string value to pull an entire user object with all of the properties in a database. this would be a string parameter passed into a Get request with a response of an entire record pulled from a MySQL database and using an Interface to extract the properties into a page. This is a very small project and should only take a few minutes of time.

I'm looking for a professional Flask and Python developer to help me implement a user management system for my website. The user management system should have Social Media login integration. Additionally, I would like the selected developer to set up a payment gateway and a MySQL database. Ideal Skills: - Proficient in Flask and Python - Experience in implementing user management systems with social media login integration - Proficient in setting up payment gateways - Proficient in working with MySQL databases

...Tailored Solutions: We create custom web applications that meet your specific business needs, enhancing productivity and operational efficiency. ● Versatile Applications: Our solutions range from customer portals to complex inventory management systems, each built to address unique business challenges. ● Technology Stack: Node.js, , Ruby on Rails, Django, Laravel, MongoDB, PostgreSQL, MySQL, AWS, Docker....

...talented full stack developer, specialized in Flutter, jQuery, MySQL, AWS, and Google Cloud Platform, to help me bring my vision to life. I plan to develop a premium content platform for the web. The platform will provide a seamless user experience yet restricts premium content behind pay walls. Key requirements: - Develop a web-based premium content platform using Flutter and jQuery - Implement a secure and reliable system for MySQL database management - Integrate an inbuilt payment gateway for user subscriptions - Utilize AWS and Google Cloud Platform to ensure the platform's scalability and performance Ideal candidates should have: - Extensive experience in full stack development - Proven expertise in Flutter, jQuery, MySQL, AWS, and Google Cloud Platform ...

I'm seeking assistance to install a Laravel Vue JS Inventory script on my local Windows 11 PC. - I need help to install npm and Node.js on my system before proceeding with the script installation. - The script is specifically designed for Laravel with Vue JS, so I require a freelancer with expertise in these technologies. - Familiarity with XAMPP is a plus, as it will be used to run the script on my local server. - The ideal candidate should be able to walk me through the set-up process and provide any necessary troubleshooting support.

Project Description: I am seeking an experienced freelancer to develop a directory listing website, similar in design and functionality to the following template: The design will be provided by me. Requirements: 1. Technical Specifications: - Framework/Technology: Please suggest suitable technologies. - Database: MySQL, PostgreSQL, or another relational database. - Responsiveness: The design must be fully responsive and work flawlessly on all devices (desktop, tablet, smartphone). - SEO: It must be possible to optimize each individual listing for SEO, as well as the overall website. - Security: Implementation of security measures to protect user data. - Performance: The website must load quickly and

I've been facing issues with a MySQL table that seems to be taking up too much space in my database, despite there being no data in it. The table is almost 2MB in size while it has no rows at all. The database was originally like 50kb a few weeks ago. Recently we made some minor changes, like adding index. Then it suddenly become so huge. Key points: - Table size issue: The MySQL table is bloated despite having no data, and it's causing performance problems. - Insertion operations: The table is mainly used for inserts, which are what I need it to be optimized for. The work needs to be done remotely using anydesk. If you know how to do it, it should be just a few min fix.

VM CREATION (1 VPS BIND) os CentOS 8 & 9 Stream MINIMAL Direct installation or converted from CentOS 8 Linux. (Recommended) panel add install: nginx server VARNICH APACH very important !!!!!snaphopt image creation just servers worki...(without admin panel)!!!I want to be able to do restores, for a new installation of another panel, if necessary.! !!! !! !!!!!! link to server add SSL ADD ALL PHP CGI AND FMP (latest 6 versions)PHP AVAILABLE FOR CUSTOMER FOR ALL SERVER ADD PHP VERSION 7.9 PACHT FMMPEG add latest version change SSH22 port verification example: ns1 . add IP.: add a Mac machine adds IP.: adds mac Example of adding HOSTENAME:

...developer who can build an automated document verification system to simplify the document management procedure in educational institutions. The system must include the following features: - Database Integration: Integrate with MySQL, our preferred database management system, to make document retrieval and management easier. - User Authentication: I want the system to authenticate users via Single Sign-On (SSO) using existing authentication platforms like Google and Facebook. This is to ensure a secure, seamless and user-friendly sign-in process. Proficiency in MySQL, SSO Integration, and system development is required. Prior experience in document management system creation will be preferable. The ideal candidate should understand the intricacies of data security and ...

I need a desktop application that can be run on Windows machines over a local area network (LAN). The primary function of the application will be to gather specific details about the computers on the network. Key Features: - The application should collect and store information such as MAC address, IP address, and disk serial number. - The user should be able to enter a computer name to retrieve and store the relevant details in a dedicated file named ''. Ideal Candidate: - Proficient in Python - Experience in developing desktop applications for Windows - Knowledge of networking concepts and system information retrieval - Familiarity with data storage and file handling in Python .

My existing React Native application, which is supported by NodeJS and backed by a MYSQL database, needs immediate attention. Here's what needs to be done: User Interface Updates: The component related to photos in the application requires significant changes. I also need a feature that shows the GPS route to the specified delivery point. This functionality was not implemented in the initial version of the application. Additionally, changing screen configuration doesn't display corresponding states with their color (only changes upon updating the application). Functionality Improvements: On top of the UI changes, the app needs general functionality improvements to enhance user experience and the app's efficiency. Also, create a button for downloading PDF files; the ...

Website Designer , Php , E Commerce having knowledge of MySQL

I'm looking for someone to work with me on an automated crypto trading bot. It will use Tradingview alerts, (which uses Webhook URL) to ping a script on a server, which then uses an exchange API to execute crypto trades. I will integrate the script into MySQL using php to track the amount traded and set a e.g. a sell price for the crypto just purchased after the alert... I can do that... But I need help with the integration of alerts from Tradingview and the API code to the exchange.

Project Overview: We are in need of a skilled backend developer to implement the necessary functions for our financial services website. The primary goal is to ensure smooth operation and functionality across various sections of the site. Project Details: Functionality Scope: Implement backend functions to support the frontend interface. Develop APIs ...discussed based on project scope. Timeline: Fastest to complete. Preferred Communication Channel: Freelancer platform messaging system. Additional Notes: Collaborate closely with frontend developers to ensure seamless integration. Prioritize security and data integrity in backend implementation. Skills Required: Node.js RESTful API Development Database Management (e.g., MongoDB, MySQL) Authentication and Authorization Systems

I'm seeking a skilled system administrator to replace my current MariaDB with MySQL 8.0 on a CentOS server. The ideal candidate will be able to: - Completely remove MariaDB ensuring no data loss - Install and configure MySQL 8.0, adhering to: * Default configuration * Custom storage engine Security is a key concern. Remote access to the MySQL installation must be restricted. This is crucial to maintain the integrity and security of the server and its data.

I am looking for a skilled software developer to create a desktop application to effectively manage my travel packages. This program should be cross-platform, operating seamlessly on both Mac and Windows. The key features I require include: - Easy package upload, to allow swift and efficient input of travel package details. - A calendar for scheduling, to organize and view package availability. - User access management capabilities, to provide different access levels for administrative tasks. Experience in designing software compatible with multiple operating systems, as well as a background in creating user-friendly interfaces is highly desirable. Knowledge of the travel industry is a bonus, but not essential. The successful freelancer will deliver a robust, fast, and intuitive s...

I need a developer who can build IOS version in react native also build android version code is ready you need just Mac machine to build the code and push the app to test flight and google store budget 50$

...in the set up and use of databases Good organization and communication skills Necessary missions (estimated 100 euros): Share the project on Unity Hub Create a database containing a .csv file (the translations) and a series of texts (the definitions), Link it to the objects (the anatomical structures) through the existing functions already set up, Adapt the app for Windows, Mac and Linux, Set up a functional and reactive web viewer, Explain how to paste it on a website and how to update it, Optional missions (estimated 140 euros): Allow to navigate between the proposition of the searchbar using the arrows: -To work like any navigator only when a search is going on (keep rotation with arrows otherwise) Keep H/P shortcut and click things to...

...an experienced AWS DevOps specialist to host my business management tool which consists of a React-based front-end, an ASP.NET API and a MySQL database on AWS, specifically using Elastic Compute Cloud (EC2). Key requirements: - Hosting: Set up and manage the hosting environment on AWS EC2, ensuring the site is stable and accessible. - Scalability: Implement strategies to accommodate low traffic, up to 100 users per day. - Security: Ensure the highest level of security and integrity of the data. Ideal candidates should have: - Proven experience in DevOps and cloud hosting, particularly with AWS EC2. - Background or familiarity with React, ASP.NET, and MySQL. - An understanding of best practices for hosting and optimizing web applications. This project is crucial for my b...

??? ?????: ????? ?????? ????????? (????-????, ??????) Salary: up to 4000$ USD/month The ideal candidate will have a passion for algorithmic trading and extensive experience with the NinjaTrader platform software. This is a fully remote position with a flexible schedule, but the candida...Experience with version control and continuous integration tools such as GitHub/GitLab • Knowledge of third-party libraries and APIs • Proficiency in building enterprise web solutions using the MERN stack • Strong proficiency in HTML, CSS, JavaScript, and JavaScript frameworks like Dart, React, and Node • Experience with server-side languages such as Python, PHP, and C# • Knowledge of databases such as MySQL, NoSQL, and GraphQL Ability to accurately forecast and communicate ...