Rest api architectureงาน

I'm working on a Laravel project that requires the verification PIN API to be updated to the latest version of Laravel, 8. The current API is functioning correctly, but I need a more secure version to be implemented. Key Requirements: - Upgrade the existing verify PIN API to Laravel 8 - Enhance the security of the API Ideal Skills: - Proficient in Laravel development - Prior experience with API updates and security enhancements - Strong understanding of modern security practices and protocols This is a critical update for our project, so I'm looking for a skilled and experienced Laravel developer who can deliver this task efficiently and securely.

I'm looking for a skilled designer who can work on both 3D and 2D designs, specifically for commercial architectural visualization. Some details: - I need high-quality, realistic 3D designs for commercial buildings. - 2D designs will be required for the same purpose. - These designs will be utilized for visualization purposes only, not for prototyping or manufacturing. Ideal skills include: - Proficiency in both 3D and 2D design software. - Previous experience with architectural visualization is highly preferred. - Strong understanding of commercial architectural design principles. If you have a portfolio showcasing your work in this area, please share it. I'm eager to find the right partner for this project.

As an individual looking for quick yet thorough assistance, I need a skilled coder adept at Python script writing and Streamlit applications. Your work will heavily rely on: - Constructing a Python script: Your expertise in writing clean, efficient Python code will be critical. This script will underpin the rest of the AI assistant's operations. - Building a Streamlit application: Using Python, you'll help construct a functional, user-friendly UI. The primary purpose of this project is the creation of an Artificial Intelligence assistant capable of performing Natural Language Processing (NLP). Specific functionalities desired: - Proficient Natural Language Processing: The AI assistant should be capable of comprehending, interpreting, and responding to user inputs mainly...

...notifications: The addon should be able to send SMS notifications to users for various events such as job application updates, interview requests, and job offers. - Login OTP: The addon should also include a Login OTP feature for added security. Users will receive a one-time password via SMS that they will need to enter in order to log in to their account. Addon developent for a Job Portal, Laravel & Api expert needed Modules/Controllers will be developed: User Management Module: -User registration and login functionality using zender or whatsapp, twilio, nexmo for otp( email and social login already available). -User profile management export function with search and sort. Package Management Module: -Allow users to view available packages. -Enable users to select a packa...

I have VPS server and on it I have about 120 cpanles under WHM and each Cpanel is a URL / Domain website. All URLs Domains has exact same website php files structure and same design. When I update one website (change in php files) I want to apply this update to all rest of websites in my sever. I want someone to find me solution or tool / feature to update all the 120 website files at once instead of doing it individually and manually. For example, If I update all 120 cpanel individually and manually then it will take me days to do it, therefore I want someone to find me solution to update all the 120 website files at once (maybe upload php files to certain folders in server to all cpanels ) Please explain your solution and what method will you follow.

...to using Angular, React or PHP for the development along with SQL Server/MySQL for the database. Feel free to recommend a platform when you apply. 2. **Essential Modules**: - Building Patient Database (From existing Lab Software - Which will remain as is). This database will be used for Whatsapp , email , SMS Marketing (This also is part of scope) and also For Patient Web App interface. Whatsapp API interfacing will be required for sending and interacting with Patients. - Patient Web App interface to start with - Appointment for Home Collection booking system, payment of charges, and to check all historical reports for his/her tests done at lab and his/her family members. These reports database has to be built from existing lab software. Sending link for doctors review , and doc...

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I'm looking for a seasoned developer with strong proficiency in Blazor web assembly, API, and SQL Server to build a compact application for invoice billing. The main goal of this application is streamlining my billing process. Key Features: - Invoicing/billing: The platform should facilitate automated creation and delivery of invoices. Ideal Skills: - Familiarity with Blazor web assembly, API, and SQL Server - Experience in creating billing systems - Understanding of financial processes - Excellent attention to detail If you have prior experience in a similar role and you're up for the challenge, I'd like to hear from you.

We are seeking an experien...Proficiency in front-end technologies: HTML5, CSS3, JavaScript (ES6+) - Expertise in React front-end framework - Strong skills in back-end programming languages (Python, PHP, Node.js) - Familiarity with database management systems (SQL and NoSQL) - Knowledge of server-side scripting, APIs, and web services - Experience with Agile methodologies and project management tools - Understanding of software architecture and design patterns - Familiarity with testing frameworks and debugging tools - Strong problem-solving and analytical skills - Excellent communication and collaboration abilities - Commitment to continuous learning and staying up-to-date with latest technologies Please provide a detailed proposal outlining your relevant experience, skills, and ...

I'm in need of an experienced backend developer capable of setting up and configuring a web API using C# .NET. Key Responsibilities: - Database configuration with MongoDB - Server deployment Skills and Experience: - Proficient in C# .NET - Experience in EC2 - Experience in MongoDB - Familiarity with server deployment Note: The exact server configuration has not yet been decided, but your input is welcome. Apply if you are ready to help initiate a successful initial setup.

...seamless structural flow between pages, specifically focusing on the integration between location-specific pages and the main service page. Troubleshoot and resolve any issues related to page linking, ensuring all connections are logical and functional. Maintain the integrity of the original page designs while making structural adjustments. Provide a detailed assessment of the site's current architecture with recommendations for improvements that do not involve design changes. Requirements: Proven experience as a web developer with expertise in enhancing the structure of existing websites. Proficient in HTML, CSS, JavaScript, and other web development technologies relevant to the site's current build. Excellent diagnostic and problem-solving skills with a keen eye for ...

I'm seeking a skilled backend developer to assist with API development and integration with a MySQL database. To help build a website that has this purpose- The purpose of the 'Thai Wills' web application is to provide a user-friendly platform where registered users can create legal wills online. The application aims to simplify the process of will creation through an automated system for basic wills, while facilitating access to legal services for more complex will situations. Scope • The development of the'Thai Wills' web application which includes user registration, questionnaire-based will generation, and an interface for admin and legal professionals to manage and facilitate the will creation process. The scope includes: ▪ Basic will creation th...

...skilled in Java and Node.js. Frontend Changes: - The main focus will be on bug fixes. - I need you to identify the bugs present in the existing project and fix them immediately. Backend Changes: - I want API integration to be added. - The API needs to be seamlessly integrated into the existing backend which is developed in Node.js. The priority is high for these changes, and I need someone who can work on this urgently and effectively. Ideal Skills and Experience: - Strong proficiency in Java and Node.js - Proven track record of bug fixing in Android - Extensive experience in API integration - Ability to work on high priority projects and deliver promptly. Your attention to detail, ability to work under pressure, and your skill in both Java and Node.js i...

I need a C# .NET programmer to integrate UPS API functionalities into an existing .NET website. UPS is switching over from their current API to OAUTH 2.0. Everything works as it should now, but in June the current API will no longer work. We use rate calculation, time in transit, and creating a shipment. We do not need address validation and some other things that do not pertain to us. The core of the project is implementing UPS API functionalities. You will need to handle package tracking, calculate shipping rates, and create shipments through the UPS API with OAUTH 2.0 Ideally, you should have experience with C# and .NET, as well as UPS API integration. Previous work with this is ideal and would like to see examples. I will provide the Vis...

I'm looking for a freelancer with prior experience working with APIs, particularly the 1xbet Mobcash API and the Api of Perfect Money. I'm interested in finding the following Apis : - i need the Api of 1xbet Mobcash - i also need the Api of Perfect Money

I'm in ...generating performance reports, not sales or traffic. - The final output should be visually appealing, using graphs and charts to make the data easy to understand. The ideal candidate should have: - Proficiency in PHP and API integration. - Experience in working with performance data and visualizations. - A strong understanding of data presentation best practices. I'm hoping to find someone who can deliver a tool that not only provides accurate data but also presents it in a way that's clear and easy to interpret. The PHP is based on Applovin and Google Ads reports API I need someone to create it in a very short time frame, if you can start now and finish it with a short time period then please type Purple at the beginning of your proposal. Prop...

I'm currently in search of a landscape photographer to capture the beauty of the gardens and landscaping of our company-maintained sites. Key Requirements: - Some experience of landscape or architecture photography - Goal: Commercial use / company marketing - Preferred subjects: Gardens and landscaping of company maintained sites The ideal candidate will have: - Proven experience in landscape photography, capturing the essence and beauty of outdoor spaces. - A portfolio showcasing their ability to work with commercial clients, and their skill in emphasizing the beauty of a landscape for marketing purposes. - Flexibility and creativity in working with different types of gardens and landscapes, to create a varied and engaging visual portfolio. - A keen eye for detail, able to c...

I'm in search of a talented and creative graphic designer able to create a unique, cultural-themed logo for my restaurant. I fancy a logo that incorporates shades of yellow and lush green. Although I haven't decided what cultural elements I would want to incorporate yet, ensuring that the design is flexible enough to incorporate traditional clothing, food, or architecture is imperative. Ideal skills and experience: • Proven graphic designing experience • Strong portfolio in logo designs • Rich imagination and a keen eye for aesthetics and details. • Familiar with a variety of design software. • Ability to understand design briefs. • Excellent communication and presentation skills. • Capable of receiving and implementing feedback. &bull...

As the project owner, I'm looking for an experienced API developer who can build an integration to receive data from a webhook and add it to an IPBOX system. Key Requirements: - Understanding of API structure and commands - Experience with IPBOX integrations (just read) - Ability to manage webhooks The integration must perform the following tasks: - Receive data from a specific webhook - Use the IPBOX API to create a new entry with the received data Please note that the success of this project will be evaluated based on the smoothness of automated data entry into IPBOX via the API. Experience with similar projects will be highly valued. I am implementing an automated sales recovery process designed to engage potential customers who have shown interest ...

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We're looking for an experienced Python Developer to assist in transitioning our projects from Thinkorswim API to Interactive Brokers API. Key Aspects of the Project: - The reason for this move is centred around gaining better pricing and execution. - It's essential that the Interactive Brokers API maintains functionality with real-time market data and supports algorithmic trading, key features used in our current Thinkorswim API. - We also need custom data feeds integration. Ideal Skills and Experience: - Extensive experience with Python. - Proven experience with Thinkorswim and Interactive Brokers APIs. - Knowledge in integrations of real-time market data and algorithmic trading functionalities. - Familiarity with custom data feeds integration. ...

I'm looking for someone experienced in resume writing...working on the following areas: 1. Work Experience: I want a focus on my achievements, responsibilities, and projects I've been a part of. Bring these experiences to life with compelling descriptions that highlight my career progression and skills. 2. Education: As I didn't specify any specific updates to my education section, apply your expert judgment in this area to ensure it aligns well with the rest of my resume. 3. Skills: Present my abilities in a way that stands out to recruiters and aligns with my career trajectory. The ideal freelancer for this project will have extensive experience in recruitment or HR, excellent writing skills, and a sharp eye for detail, with proven success in creating attractive...

I'm seeking a proficient Zapier expert who can develop a Zap that automates several tasks when a new PDF is added to my Google D...PDF: The Zap should flatten the new PDF file upon detection. - Extract Each Page as .tiff File: After flattening, the PDF pages need to be extracted individually as .tiff files. - Email Notification: Notify me via email once the process is complete. It's essential that the successful candidate is well-versed in Zapier and PDF handling. Familiarity with API would be an added advantage, although not necessary as I do have an API key if it's needed. Your role will be pivotal in streamlining my workflow and ensuring efficient management of PDF files. If you possess the requisite skills and can deliver a reliable, automated solution, ...

...skilled developer to help me set up an API request that will send my product inventory levels from my Indica Online POS system to a Google Sheet. Key Project Details: - POS System: My store runs on Indica Online. This system has a robust API that allows for integration with other systems. - API Documentation: I do have access to the API documentation for Indica Online, so we can use that to ensure the data is pulled and sent correctly. - Information Transfer: The main focus is on transferring product inventory levels. This data is crucial for managing stock efficiently and ensuring accurate tracking of what's available in-store. Key Skills and Experience: - Proficiency in API integration, especially with POS systems. Familiarity with Indica Onl...

I'm looking for an expert developer well-versed in Twilio and CRM systems to integrate...make it our default dialer for any phone as click to dial. It must be able to reeive and send a call. Key Responsibilities: - Integrate Twilio's voice calling feature with our existing CRM system in a manner that optimizes user experience and call quality - Ensure the softphone functions seamlessly on our desktop platform Ideal Skills and Experience: - Proven experience with Twilio's voice API - Past work on softphone setup and integration in a desktop environment - Strong understanding of CRM systems - Excellent troubleshooting and debugging skills Your expertise will aid in streamlining our communication processes, making it easier to manage and follow through on calls r...

I'm in need of a skilled web developer to create an informational website. Key Requirements: - The website should mainly serve as an informational platform. - It needs to have a clear and professional design, targeting users to allow them and upload an image. - A key feature to be implemented is a subscription signup option, enabling visitors to see their uploaded images. ...image. - A key feature to be implemented is a subscription signup option, enabling visitors to see their uploaded images. Ideal Skills: - Proficient in web development, with a strong portfolio showcasing previous projects. - Experience in creating user-friendly, adult-oriented websites. - Expertise in integrating a subscription signup feature. - Familiarity with best practices in information architecture ...

...a depth of experience in Azure API Management policies and App Gateway tasks. Your primary focus will be on API Management policies in Azure. While I haven't specified any particular policies, I'm looking for experts who have worked extensively with various policies and can provide guidance on the most effective ones for our use case. I also require assistance with Azure App Gateway. While the specific tasks aren't detailed here, I expect you to be well-versed in typical activities associated with App Gateway such as load balancing, SSL termination, and URL routing. Please note that for this project, familiarity with .NET is a must. Your expertise should be such that you can leverage .NET to implement and customize the necessary features and policies in ...

I'm seeking a talented graphic designer to create a minimalist logo for my company, ArcDraft. Our primary business is running an online shop that ... - Designing a minimalist yet distinctive logo that reflects our business purpose. - Developing some simple branding elements based on the newly created logo. Ideal Skills and Experience: - Proven experience in logo and branding design. - Proficiency in Adobe Illustrator or a similar graphics design program. - Experience or understanding of minimalist design principles. - Familiarity with architecture and design industry is a bonus. The end product should encapsulate the essence of ArcDraft, which is clear, simplified, and modern architectural plans. Your minimalist design approach should be reflected in every element of the log...

I'm in need of a proficient Java Spring Boot developer with an in-depth understanding of API integration. Key tasks: - Implementing API Integration into an existing Java Spring Boot project I require a developer who has: - Extensive experience in Java Spring Boot - Excellent understanding and previous experience with third-party API integration Please note, specific third-party APIs to integrate haven't been decided yet, so I need your expert advice on the best APIs to use for most effective results.

...automated update process. - AWS and Linux server management: Experience in managing AWS and Linux servers is a plus, as the Xibo system is self-hosted on an AWS Ubuntu server. We are getting this error when try to integrate: {“error”:0,“message”:“API configuration problem, consult your administrator”} We need the solution to be documanted and step by step to resovle it in future. Ideal skills and experience: - Proficiency in Canva and Xibo: The freelancer should have a deep understanding of both platforms to facilitate a smooth integration. - Experience in API integration: Knowledge of APIs is crucial for creating a connection between Canva and Xibo, allowing for real-time updates. - AWS and Linux server management: While not mention...

We are seeking an experienced developer to enhance our existing matrimonial app with several new features. Our primary requirement is to integrate these features into our Laravel backend, ensuring seamless functionality and scalability. The desired functionalities include API Code active/online Similarities banner 7. Active user

I'm looking to have a tool developed that would check login credentials and retrieve shipping history data for UPS.com. I require this project to be completed as soon as possible. Key functionality should include: - Checking the validity of login credentials. - P...and retrieve shipping history data for UPS.com. I require this project to be completed as soon as possible. Key functionality should include: - Checking the validity of login credentials. - Pulling and documenting the shipping history attached to these credentials. Due to the technical nature of this project, experience in application development, data retrieval and comfortable working with UPS API and understanding security protocols is a must. Knowledge of UPS's system and structure would be very advantageo...

Need a skilled...calling interface effortlessly. This means handling call pickup, ending calls, ringing, vibration, and other user settings. Requirements: Proficiency in React Native development for both Android and iOS platforms. Experience with integrating backend services, specifically VOIP notifications. Familiarity with OneSignal or similar notification delivery platforms. Strong understanding of mobile app architecture and interface design. Ability to develop robust, long-lasting solutions that require minimal maintenance. Additional Opportunities: Beyond the initial integration, there are exciting possibilities for enhancing our calling experience. You'll have the chance to work on features like call queuing, handling multiple calls simultaneously, pullback functionali...

I have a spreadsheet with approx 1600 rows. One of the cells on each row has a block of text content that I would like rewritten using ChatGPT. There are also 2 other cells in the spreadsheet that contain a few words that needs to be included in the new text output. You can either do this manually, or a better way would be to use the ChatGPT API to complete this task (in a matter of minutes!) I know this can easily be done via the API and how quickly it can complete this task, but I just do not know how to do it, so please bid accordingly.

Debe de contener: -Inicio de sesión -Español -Adaptable a celular -Página de política de devoluciones, privacidad, términos y ...tener una pasarela de pago. - Ver una lista con sus videos - Puede editar la información del video, eliminar el video y notificarle al administrador. - Una estadística de pago y un botón de solicitar pago. - Un formulario para solicitar la unión de canales con pasarela de pago. - Una página con sus datos de contacto. -La entrega de video será manual, en un futuro podemos hacerlo por medio de una API, pero por el momento será manual. *QUEREMOS QUE LA PÁGINA SEA CREADA FUERA DE PÁGINAS Y SERVICIOS DE PAGOS MENSUALES* Nosotros pagamos el hosting que ustedes ...

...project's complexity and provide innovative solutions • Effective communication skills to handle any discrepancies professionally To ensure a perfect match, I'd appreciate it if your application could provide: • Detailed project proposals: Please outline your approach to Python coding projects, paying close attention to how you plan, execute and troubleshoot during the development phase. API skills are a part of the solution, so knowledge and competencies in this field are also required. Through your detailed project proposal, I hope to gain a deeper understanding of your modus operandi. It would give me a sense of certainty that the freelancer I team up with can take this project to new heights....

It is a MetropolCard QR Payment application to be developed with Android Kotlin. Payment and Refund functions will be developed in accordance with the MetropolCard API document that we will provide within the scope of the project. This application will be made from scratch and will be based on the screens of a sample application that we will share as screen designs and will be revised according to our comments. After the functions of the application are developed, AIDL functions will be developed to be called from another application with AIDL and integrated with Master App AIDL. The developer will develop the application on his own computer and use github for version tracking. He will add me to the project on github from the beginning of the project, and at the end of the work, h...

...large language models (LLMs). This system should ensure precise AI results and foster organic growth among users. Outcomes: - For 1 week: Create an MVP and launch it in production. The MVP will offer core functionality where a user uploads a candidate's CV and job description, and in return, the user receives a score to decide whether to proceed with the candidate. For the MVP, utilize the OpenAI API, apply proper prompt engineering, and deploy on cloud platforms such as GCP, AWS, etc. - For the next 1 month: Prepare training data, train a custom machine learning model, and improve the quality of CV screening. Additionally, add extra features to the web app for a paid subscription, including account history and other basic functionalities for users—recruiters. - For ...

6 products connected to API to pull info from data feed Wordpress / Elementor Will use PHP / cron File is a URL linked to a CSV containing 1,000s of items Script must search product ID, then update price, descriptions etc id required Refresh every 12hr Delivery time must be less 2 hours Project budget must not exceed £24

6 products connected to API to pull info from data feed Wordpress / Elementor Will use PHP / cron File is a URL linked to a CSV containing 1,000s of items Script must search product ID, then update price, descriptions etc id required Refresh every 12hr Delivery time must be less 2 hours Project budget must be £24

Looking for a qualified freelancer proficient in Node.js, , and PostgreSQL. While there's no specific Node.js version requirement, key functionalities needed for the backend include: - User Authentication - Data Storage and Retrieval - API Integration Ideal freelancers should have extensive experience in these areas and a firm understanding of PostgreSQL as our chosen data storage technology. Your expertise will be vital in driving the smooth operation of our project's backend. Let's connect if you're a match.

I am seeking a web developer with vast experience in creating functional, user-friendly websites that provide trading services. Key project components: 1. **Internal Portal**: The website needs to have an internal portal that should contain the following features: - Partner Management: Sho...manage our clientele. - Trading Room Interface: A feature for real-time trading must be incorporated. 2. **Dashboard**: A comprehensive dashboard through which we can view the metrics related to both clients and partners is necessary. 3. **Partner Earning Reports**: Partners should be able to view their earnings through a self-explanatory report. Proficiency in front-end, back-end, and API integration technologies is required. Additionally, being familiar with int: Sample:

...app will want to get general and specific information such as how many are kids, on wheel chair, blind, deaf etc. The app will be able to upload images and video about their event. User will also be able to choose a layout of how their invitation will look to their customers. It will also allow people to make financial contributions through three mobile money platforms of which I will provide the API. The App will be for Android and iPhone. There's a similar app called Save The Date that you can get from playstore that will guide you to what I'm looking for. There are some services such as Catering that I will add later but for now I will offer photography and video recording and live streaming, drone video and photography of which I will let you know the packages and c...

I'm in need of an architect who has expertise in designing traditional residential properties. I'm looking for someone who can help me design a ranch-style building ...designing traditional residential properties. I'm looking for someone who can help me design a ranch-style building with a basement to apply building department permit. The right candidate must possess: - Experience in traditional architecture - Experience with designing multi-floor properties, particularly with basements - Strong architectural planning and drawing skills + An understanding of best practices for residential design - Excellent communication skills for understanding and delivering my vision Please provide examples of previous residential architecture projects you've worked on...

As an avid user of the Fyers trading platform, I'm seeking an experienced Python coder who can make my trading activities seamless and efficient. Your task will primarily focus on: 1. Real-Time Data Fetching: You will have to fetch live data from Fyers websocket and API, specifically: - Real-time stock prices - Order book data - Options chain - Indicators (RSI 20 & 50 MA VWAP) 2. Data Feed to Excel: After extraction, feed this real-time data to an Excel sheet. Proficiency in using APIs with Excel is paramount. 3. Trading Automation: Automate my trading executions. This will streamline my trading activities, minimizing time spent on manual tasks. In addition, a provision to manually place orders through Excel should also be catered for. Experience with automa...

I require assistance in addressing an issue with the Facebook login in my Android app. Key Requirements: - Troubleshoot and resolve issues with Facebook authentication within an Android app - Ensure that the login process works smoothly and without any hitches - Experience in resolving similar issues in the past would be highly beneficial - A good understanding of the Facebook API and how it integrates within an Android app Please provide your relevant experience in this area when applying.

I'm looking for an experienced 3D environme...cityscape. - Incorporating street life and markets, and reflecting authentic Pakistani architectural styles. - Adding public transportation and vehicles, as well as sign boards to reflect the local culture. Ideal skills and experience for this job include: - Proficiency in 3D modeling and texturing, particularly in creating realistic urban environments. - A strong understanding of Pakistani architecture and street life. - Experience in medium poly modeling to ensure the environment is neither too simplistic nor overly complex. - Familiarity with creating street scenes, markets, and public spaces in a way that's true to the culture. - A portfolio showcasing similar projects or an ability to demonstrate understanding and capabil...

We are looking for an Expert Android developer that will handle an Android React Native Mobile Application development Project. The selected developer will carry on the Project Update from Android 10 (API level 30) to Android 14 (API level 34). The App currently compiles and is working fine and already previously submitted and approved to google playstore. The app needs now to be updated to work with Android 14 (API level 34), as one of the new requirement to submit to Google Playstore. Ideal Candidate: 1- Experience in Android JAVA 2- Experienced React Native developer 3- Experienced Yarn/npm 4- Experienced latest Android Studio Iguana | 2023.2.1 Patch 2 5- Experienced Google Playstore App upload/submissions 6- Experienced Identifying any potential issues that might...

I am actively seeking an API development expert, specifically for SSO and SAML integration. Let's dive into what I am specifically envisioning for this project: - Proficiency: I will need someone who is familiar with SSO, SAML, React, Node.js and SQL. Your past experience in similar projects will be highly valuable. - Functionality: A primary objective for this task is to develop an API that has Single Sign-On (SSO) and Security Assertion Markup Language (SAML) functionality. - Purpose: The purpose of the API development is to integrate SSO and SAML for user authentication in my system. Maintaining security, ease of use, and adaptability is crucial. In conclusion, your task primarily revolves around strengthening authentication methods via respective API...

I'm facing issues with my Flutter application that's supposed to fetch data from my Laravel project. - I have a Flutter app that needs to communicate with my Laravel project using an API. - The data I'm trying to fetch from Laravel pertains to school assignments. This includes grades, student information, and assignment details. - The fetch process seems to be malfunctioning and I need an expert to resolve the issue. Ideal skills and experience for this job: - Proficiency in Flutter and Laravel. - Experience in working with APIs. - Knowledge of fetching and handling complex data structures.