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Training for model deployment, training and fine tuning. Agenda for training session - Quick intro (concept, process, procedures and tools) - Environment requirements and setup - Installing / deploying a model (local and cloud) - Training a model (prerequisites included) - Fine tuning a model - Running ML Model with API - Q & A

I'm seeking a skilled web developer to create a classic and elegant user interface for my online rental marketplace. Here, owners and tenants can interact for property rental services. For Owners, the platform should provide: - Facility to list properties with specifications and location demographics. - A secure system for managing bookings efficiently. - A dynamic platform for sign-up as a tenant or owner with verification through email and mobile SMS code systems. - Email notification system, alerting after successful property listing and routing responses to the website admin. - An interactive admin dashboard showcasing all listings and consequent requests with daily and monthly statistics. - An invoice generation system. - A comprehensive control system for the admin to m...

Aplicação feita em FastAPI Erro em questão: CloseCode.ABNORMAL_CLOSURE Estou com problemas na minha aplicação usando FastApi onde que depois de algum tempo de conexão entre o bot e a api e varius usuarios usando a mesma a conexão do bot e simplismente e fechada por motivo nenhum: Log: """ 2023-11-02 03:47:18,593 - [8baf721e-bc97-40ff-9b2e-4bc7e6327c2f]Bot -> An error occurred: CloseCode.ABNORMAL_CLOSURE Traceback (most recent call last): File "/root/api_tecnologiamilionaria/app/", line 171, in bot_endpoint data = await websocket.receive_json() File "/usr/local/lib/python3.10/dist-packages/starlette/", line 133, in receive_json self._raise_on_disconnect(message) File "/usr/local...

Daily Mon - Fri May need on weekends, but not often. Job about 5 hrs per day -looking...Must be okay with boudoir () 1. Daily Posting and some creating of reels to Instagram, Facebook, Tik Tok and YouTube 2. Create Stories and Post stories with text overlay 3. Repost scheduled reels that failed to post 4. Take Instructions on various additional tasks needed regarding social media 5. Send welcome messages Oversee 3 Social media Accounts across 4 social platforms. On Instagram, Facebook, Tik Tok and Youtube Text, Images and Content will be provided Must be available to work between hours of 9 pm and 8 pm EST

I'm seeking a Laravel developer to customize existing laravel webcodes. Tasks include: 1. disable webhook code 2. analyze api code, and minimize api requests I need you to work in my timezone, I will NOT wait for days for simple tasks

...**Scope of Work:** - Convert old AirDev Canva based app pages and reusable elements to new responsive engine - Design and build popups for sharing and rating content - Design and build a public page optimized for conversion - Update and refresh the homepage/landing page - Create a faceted search page Optional scope - Custom plugin development (very basic plugin / wrapper for a test/production API) - Update a basic Brand Guideline document (if necessary) **Requirements:** - Strong design and UI/UX skills - Ability to work independently and efficiently - Excellent communication and project management skills - Portfolio showcasing previous []() work **How to Apply:** If you are a skilled designer with a passion for delivering high-quality work under tight deadlines

I am seeking a proficient programmer to develop a scraping application for the purpose of extracting text data from NETFLIX. This project is sensitive, considering that the targeted websites demand API keys for access. Accordingly, the ideal candidate should be familiar with both GET and POST methods as well as API integration and management. Experience with data extraction and web scraping from API authenticated websites is a must. Skill requirements: • Web scraping • HEADERS • CUSTOM HEADEARS • STRINGS • URLLIB • Working knowledge of GET & POST methods • Experience with API authentication • Exceptional skills in data extraction, especially text. • loliscript • SilverBullet i need to get a netflix mass acc...

...streamlined event management. Upon scanning the QR code, users are directed to a webpage displaying the event details. Here, they can search for and request songs, and complete payments using Google Pay, Apple Pay, and potentially TWINT, although this can be further discussed. I am currently seeking expertise exclusively for the front-end segment of the application. I will supply a comprehensive API that ensures all necessary data is readily accessible for display purposes, ensuring that all interactions are smoothly handled and visually appealing across all platforms. Core Responsibilities: Develop the front-end portion of our application using Flutter to ensure a cohesive and optimal user experience across web, Android, and iOS platforms. Integrate Stripe payment proces...

Hi Viet Hung H., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

...Payment APIs with its corresponding SDK on my website. Key Points: - The API and SDK are specifically designed for flight search and payment processing. This means that the integration will involve setting up a seamless, secure payment gateway on the website. - The integration is solely for website use, so any experience with web development and previous API integration projects will be a huge plus. Ideal Skills and Experience: - Proficient in web development, especially with the ability to work with APIs. - Prior experience specifically with payment processing APIs is highly valued. - Strong understanding of security protocols and best practices regarding online transactions. - Demonstrable history of successful API integrations, preferably with SDKs. - Good comm...

I'm looking for an expert web developer to create a highly functional online banking website. This platform is centered around giving users a convenient way to manage their accounts and perform transactions. Key Features: - Fund Transfer: Ability to perform intra and inter bank transfers. - Statement Requests: Users should be able to request and view bank statements. - Bill Payments: Provision for utilities and other bill payments directly from user accounts. - Miscellaneous Services: Additional features include capabilities for debit, credit, transaction history viewing, email notifications, and real-time account balance displays. Security Features: - The site should be protected with a two-layered authentication system, which includes both username with password a...

...Adalo platforms. Here are the specific functionalities to be focused on: Xano: - Database setup: We aim to have a foolproof data structure. - API endpoint creation: For smooth communication and data transfer. - User authentication: To protect user privacy and retain trustworthiness. - UI/UX: Must be user-friendly and intuitive. Adalo: - User interface design: Needs to be visually appealing and easy-to-use. - App navigation setup: To ensure a smooth user journey. - Data integration: Must ensure seamless data sharing and retrieval. Ideal freelancers are those who have proficient experience both in Xano and Adalo with prominent skills in database setup, API endpoint creation, user authentication, UI/UX, app navigation, and data integration. Your skill set should cover both...

...presence across Facebook, Instagram, and Twitter. Your key responsibilities will include: - Developing a comprehensive social media marketing strategy that aligns with my business goals of increasing brand awareness, driving website traffic, and generating leads and conversions. - Creating and curating engaging content specific to each platform. - Managing the day-to-day operations of social media accounts and ensuring content is posted at optimal times. You should have a proven track record of success in social media marketing, ideally including experience with Facebook, Instagram, and Twitter, and an understanding of how to drive real business results through these channels. Experience in the relevant industry or similar projects would be a big plus. Please share any rel...

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I'm looking for an experienced developer to integrate WHMCS API with the AutoVM Product module. The main aim of the project is to enable our clients to manage their services efficiently. Key Requirements: - The ability for clients to create orders. - The ability for clients to view services. - The ability for clients to start/stop/reboot services. - Limited integration with the AutoVM Product module for specific functionalities. Ideal Skills: - Proficient in WHMCS API and AutoVM Product module. - Excellent understanding of creating order functionalities. - Strong experience in service management. - Proven track record of integrating systems. - Familiarity with resource monitoring and email notifications in a hosting environment would be a plus. Please only apply if...

...and familiar method for users. - Bank Transfer: Offer bank transfer as an alternative payment method, accommodating users who prefer this option. User Roles: - Admin: Develop a comprehensive admin panel with full control over the website, including user management, content moderation, and more. - Registered Users: Implement features that enhance the user experience for those who have registered accounts. - Guest Users: Allow non-registered visitors to access certain features of the site, while encouraging them to sign up for full access and benefits. To successfully complete this project, you should have: - Profound experience in developing dynamic classified websites. - Strong knowledge of user authentication and authorization systems. - Proven skills in integrating payment ga...

I've a custom built application that primarily uses node.js for the backend. My payment gateway is Worldpay for wh...process. However, the issue lies in the processing of the callback response - the current processing is incorrect and needs to be fixed. Key Tasks & Skills: - Debugging: Diagnosing the incorrect processing of the callback response. - API Integration: Expertise in integrating Worldpay's settlement callback correctly. - Node.js: Proficiency in node.js is essential to understand and troubleshoot the existing code. The ideal candidate for this project should have a strong background in node.js, previous experience in Worldpay integration, and a solid understanding of API callbacks. You should be able to quickly identify and resolve the issue with th...

I'm looking for a skilled AI developer who can enhance the features of images for my social media accounts. Attached photo is taken within the wind tunnel. We would like to make it pop express the feeling of flying, maybe with blue skies around. People that look at it will get the urge to fly! We would like photos with both woman and men age betwwen 18-20 and from different angels please. Ideal Skills: - Proficiency in AI and image processing - Understanding of social media image standards The project mainly involves: - Improving the aesthetic quality of the images - Ensuring they are optimized for digital display - Implementing the enhancements in a way that is compatible with various social media platforms Please provide samples of your previous work in this area, along w...

Job Overview: We are seeking a detail-oriented and experienced researcher to compile a comprehensive directory of leading doctors specializing in autism recovery for children across London, India, and the US, this list must be backed up with evidence of the doctors pedigree and why they are bated as one of the best. As well as a separate list of therapists based in London maximum of 25 in each discipline both lists is to be contacted to try and arrange an appointment so email and tel number needed . This project requires exceptional research skills and a strong medical or healthcare background. Project Scope: The researcher will create two distinct lists: one featuring top doctors specializing in autism recovery for children in three major global regions, and another listing ...

I'm looking for an experienced blockchain developer, specifically with a skilled background in Chainlink Oracle Smart Contract development. - The task involves creating a custom Chainlink Oracle Smart Contract tailored to manage financial data feed. - You'll be working with APIs to retrieve financial data on an hourly basis. -...creating a custom Chainlink Oracle Smart Contract tailored to manage financial data feed. - You'll be working with APIs to retrieve financial data on an hourly basis. - Unlike most projects, no calculations are required on the incoming data before returning it. Ideal skills: - Prior experience with Blockchain development - Deep understanding of Chainlink Oracle Smart Contracts - Proficiency in API data management - Knowledge and experi...

NEED URGENT AND WILL HIRE NOW I need a seasoned Laravel developer to introduce custom features in my law firm management system. Tasks will range from backend development and API integrations to efficient database management. I am particularly focusing on enriching the user interface design, and advancing client and case management aspects of the system. The improvements I'm envisioning include but are not limited to innovative UI design adaptations and seamless client management solutions. Although the specifics for the required client management functionalities weren't designated, your expert opinion on the undeniable essentials based on your experience with similar projects would be highly valued. Ideal candidates granularly understand Laravel and its best practices, ha...

I'm in need of a virtual assistant to create accounts and verify them. IMPORTANT INFO: You will get paid per verified profile You must have flexible time You will need a laptop You must have knowledge how to use TeamViewer (to control my laptop from yours) You must have knowledge of how excel work to write information Previous experience as a virtual assistant or in social media management is a plus.

Precisamos construir um App cross platform utilizando React Native, aonde o usuário se loga, busca registros para realizar o pagamento, e depois, realiza pagamentos (através nossa API). - Tela Login - Tela validação acesso - Tela de cadastro - Tela Inicial (busca placas ou passagens) - Tela de resultados - Tela seleção e cálculo resultados - Tela de Pagamento - Tela de confirmação do pagamento

...ideally skilled in React and Laravel, to quickly develop a project titled "React Laravel 401". It's essential that developers understand and can implement the following functionalities: - User Authentication: The project requires a robust user authentication mechanism. - Role-based Access Control: Varying access levels for different roles is a critical component of this project. - API Integration: Proficiency in API integration is imperative to ensure seamless data exchange with other applications. - Interceptor: Though it's not specified what role the interceptor will play in this project, having a prior knowledge of interceptors (Logging, Caching, Error handling) would be advantageous. Quality of work is important, yet a sense of urgency is equal...

...Use Figma for project collaboration. - A solid background in E-commerce website development - Experience with Print On Demand integration - Experience with Stripe integration - A quick turnaround time without compromising quality ** REMARKS** Before you apply for the job, could you advise if everything required can be achieved with my basic Shopify subscription plan, including any necessary API integrations? Or it is better to built with other platform Woo-Cormerce, so… I would love to hear from your experience. This is the perfect project for someone who understands the dynamics of a successful E-commerce website and the need for secure, reliable payment systems. If you are passionate about transforming business ideas into a profitable online store, I would love to ...

Need small flutterflow app for ios and android made from some templates from the FlutterFlow Marketplace, customize, add some API and Firebase. Need developer with a proven history of working with Flutterflow and and flutter. Help with upload. Send final source. Payment will be made in milestones. Budget is up to $200. Key Requirements: - Develop app for iOS, Android, and Web. - Use of Flutterflow for app creation. - Must have knowledge and experience in multi-platform app development. Desired Skills: - Proficiency in Flutterflow and flutter - Experience in multi-platform app development - Knowledge of user authentication, api's, firebase Please note, flexibility and adaptability will be required as the project progresses, thank you.

The primary function of this project is the integration of Admob, Ionic, and Capacitor. - Bottom Center banner. If the banner is showing main content height 100% - 60px - has a split menu with a header component (toolbar) - the header should comply with the iPhone safe area Angular ~17 Ideal skills for the job: - Deep k...Capacitor. - Bottom Center banner. If the banner is showing main content height 100% - 60px - has a split menu with a header component (toolbar) - the header should comply with the iPhone safe area Angular ~17 Ideal skills for the job: - Deep knowledge of the Angular framework - Expertise in integrating Admob, Ionic, and Capacitor It should work on Android API > 22 It should work on iOS > 13

I'm looking for a proficient Postman develo...an OSLC connection over HTTPS. Postman isn't delivering the expected GET/POST data and, instead, is producing an HTML response. Here are the key responsibilities: - Download j_username and j_password - Send J_security in URL to retrieve data The freelancer should have experience in: - Postman - REST API for data retrieval, manipulation, and authentication & authorization - Red Hat technology stack In your proposal, please include your past work related to Red Hat and REST API along with your detailed project proposal. This project involves manipulating data and managing authentication and authorization, substantial experience in these aspects will be highly appreciated. Your expertise will be instrumental ...

I'm seeking a skilled developer with expertise in .NET and Angular to take part in my ongoing web development projects. The main goal of the project is to enhance an existing application. Requirements: - Proficiency in .NET for backend development - Strong experience with Angular for frontend development - Excellent understanding of SQL Server and MongoDB databases - Previous work with DevExpress is essential Your responsibilities will include: - Developing APIs using .NET for enhancing the application - Integrating Angular for improving the frontend - Ensuring seamless operation with SQL Server and potentially MongoDB Ideal candidates should have a strong understanding of web development and be able to contribute effectively to enhancing the current state of the application. Th...

I'm looking for a skilled freelancer who can help in optimizing my website for both desktop and mobile, implementing SEO strategies to increase traffic, design posts and managing social m...Additionally: Develop a comprehensive content plan and schedule postings for consistency. Share captivating social media stories. Platforms: Instagram, Facebook, Snapchat, TikTok, WhatsApp. Ideal Skills and Experience: - Proven experience in website optimization for both desktop and mobile. - Strong background in SEO with a focus on increasing website traffic. - Adept at managing social media accounts effectively. - Prior experience in managing campaigns on Facebook, Instagram, Snapchat, TikTok, and WhatsApp. - Excellent communication and analytical skills. All works should be done in ara...

I want to integrate my online shop shipping with api from

I'm seeking a professional who can create a ...without the need to schedule sends. Key Features: - Compatibility: The software should be Windows-based and designed for seamless operation on this platform. - Contact Management: Users should be able to manually enter contacts into the system, ensuring full control over the recipient list. - Bulk Video Messaging: The software should facilitate instant sending of video messages to multiple contacts on WhatsApp. Ideal Skills: - Proficiency in Windows software development - Extensive experience with WhatsApp API - Strong understanding of video processing and streaming - UI/UX design skills for a user-friendly interface - Ability to implement manual contact entry system - Prior experience in creating similar messaging tools...

...Management**: You will be responsible for managing our social media accounts. This will involve creating engaging posts, interacting with customers, and managing our social media presence. - **Content Creation**: You will also be tasked with creating content for our various platforms. This includes written content, images, and potentially video content. - **SEO Optimization**: Your role will also encompass working on our SEO strategy to improve our online visibility. Hiring other people from freelancer websites Ideal skills and experience for this job include: - Proven experience in basic administrative tasks. - A good understanding of web design principles and tools. - Previous experience in managing social media accounts, creating content, and performing SEO optimizatio...

I'm looking for a skilled developer who can enhance the WhatsApp Cloud API to enable the sending of disappearing media (One-time view) with customizable expiration times and auto-deletion after viewing. This project is on an urgent timeline and will involve integration into both iOS and Android platforms. Key requirements: - Modification of WhatsApp Cloud API functionalities to allow for sending one-time view media. - Implementing a feature that allows the sender to set a customizable expiration time for media sent. - Ensuring that the sent media gets automatically deleted after it has been viewed. Your role will be to: - Understand the current functionality and limitations of WhatsApp Cloud API. - Develop custom solutions to enable one-time view media. - Imple...

small tasks: I need a professional to integrate Matecat API with my existing Chrome extension so as to calculate word count. The ideal freelancer for this project must have: - Previous experience with API integration - Understanding of JavaScript and Chrome extension development - Knowledge or experience with Matecat would be a major advantage The features I require are: 1. Trigger for Word Count: The word count operation should begin by using the Matecat API. 2. Word Count Results: The results of the word count computation should be displayed as a pop-up on the screen. If you have extensive experience with API integration and feel confident in tackling this project, I invite you to bid.

I'm seeking a skilled developer who can seamlessly integrate ...Radius Manager with Sage One, with two primary augmentation features: 1. Account Status Notifications: The system must automatically update clients about their account status. The notification methods should include Email, SMS, and WhatsApp messages. 2. Client Suspension/Activation: Depending on the payment status, the system should have the ability to either suspend or activate the client's accounts. 3. DMA Radius handles 4 companies the integration needs to get the needed information from Sageone per company and suspend or activate the client. Proficiency in application integration, knowledge of Radius Manager & Sage One, experience with diverse notification channels, and a good understanding is re...

Need of a skilled Google Ad expert to help with my Google ads. Build a online shopping site with ...at the issue and fix this issue for me. Key Responsibilities: - Analyze the current situation and provide a detailed report on the account's issues. - Provide a plan to fix the account issue and get it reinstated. - Once the account is operational again, manage and optimize the search and display ads. Skills and Experience: - Proven experience in successfully reinstating suspended Google Ad accounts. - Strong understanding of Google Ad policies and system circumvention. - Proficiency in both Search and Display ads campaign management and optimization. - Excellent analytical skills to identify and rectify issues. - Strong communication and reporting skills to keep me updated o...

I need to develop a full-fledged jewelry auction marketplace that will include the following elements: - User Accounts: The platform should support user accounts for both buyers and sellers. - Auction Features: The marketplace should include a robust bidding system, as well as a user-friendly item search and filtering functionality. - Payment Gateway: The platform should have a secure and reliable payment gateway integrated into it. - User Rating and Review System: An essential feature that will help to build trust among the users. Ideal skills and experience for this job include: - Proficiency in developing marketplace platforms - Strong experience with payment gateways integration - Expertise in implementing auction systems - Past experience in building user rating and r...

We are looking for a skilled developer to integrate a Python program with our WordPress site. The program requires user login and forms to feed data, which will then trigger API calls to display output on the site. The main task is to ensure smooth integration between WordPress and the Python program. The project requires the following skills: - WordPress development - Python programming - API integration - User login implementation - Form development and data feeding If you have experience in these areas and can deliver high-quality work within the given timeframe, we would love to hear from you.

...mathematical concepts, such as linear algebra and probability Experience working with large data sets and writing efficient code capable of processing large data streams at speed Familiarity with deep learning and machine learning algorithms and the use of popular AI/ML frameworks Excellent communication skills The ideal candidate will have substantial experience with Python, Java, R programming and API handling. Your main task will be to leverage these languages to develop an AI system centered on image recognition. The project goals are challenging, and I expect you to come in armed with the requisite skills and ability to communicate complex concepts clearly....

...company with a track record of USD 15 Million value of transaction of 60 vessels in GCC during the past 3 years and operated by the owner alone that generate 60 existing clients and 400 prospective clients. We are looking for bilingual speakers: Arabic and English for social media/ LinkedIn outreach. Your tasks include: -Screening existing Facebook and Instagram users by sending DMs using your accounts to check if they are interested in a certain boat by providing our boats database. -Approaching users on LinkedIn targeting C-Level, Doctors, Engineers etc who are based on Arabian Gulf seafront cities. -Inviting users on public groups or any other boat lovers communities to join our FB page or to follow us on Instagram. -Nurturing clients who inquired about any of our servi...

I'm looking to have a Python API built to generate a multiple-choice question bank for schoolchildren in various subjects (such as Mathematics and English) using AI APIs like ChatGPT. The API should allow for different difficulty levels for the questions. Key Requirements: Development in Python. The API should possess the following functionalities: Input Parameters: a. Users will specify the number of questions needed in one set. b. Users will indicate the topic of the questions. For example, if they want a question bank on Mathematics focusing on BODMAS, they will provide keywords like "BODMAS." Users can provide multiple keywords such as "BODMAS," "Ratio," "Percentage," etc. Similarly, for English, keywords could includ...

I'm in need of a Python developer to build a real-time stock trading application. The application should specifically focus on: - Real-time data streaming: The application should be able to fetch and process stock market data in real-time. - Trading algor...on: - Real-time data streaming: The application should be able to fetch and process stock market data in real-time. - Trading algorithm implementation: I'll need you to implement trading algorithms within the application to automate trading decisions. The platform's API integration required for this application is Zerodha's API. Ideal skills for this project include proficiency in Python, experience with real-time data streaming, and a strong understanding of stock trading and algorithms. Prior exp...

...experienced in Search Engine Optimization (SEO) and Social Media Marketing, particularly for a Business-to-Consumer (B2C) audience. Specifically, the project will focus on Facebook and Instagram. Key Tasks: - Conduct an in-depth SEO analysis to boost our online visibility and website traffic - Create and implement a robust social media strategy - Manage and optimize our Facebook and Instagram accounts - Regularly generate engaging content and posts - Monitor performance, analyze data, and make data-driven adjustments Ideal Candidate: - Proven track record in both SEO and Social Media Marketing - Prior experience with B2C marketing is a strong advantage - Specific expertise in Facebook and Instagram marketing - Strong analytical skills and proficiency in data-driven marketing - ...

...Contacts module to capture all merchant information, including payments and delivery details. For most of the integrations with other common apps I am using Zoho Flow. As part of the payments, I am using Curlec by Razorpay (Curlec) to collect once off payment (for full upfront for hardware) as well as recurring payments (monthly data connectivity) via direct debit. Curlec obviously is not in the list of supported apps in Zoho Flow but they do have APIs. I want to be able to: 1) Push information to Curlec's direct debit authorization form (so the merchants don't have to key in the details again) such as merchant name, bank name, bank number, etc. 2) Pull information from Curlec once direct debit authorization is completed to be updated into my Zoho CRM In addition to t...

I'm looking for someone who is familiar with Infomir Stalker Portal, specifically Ministra. I need an API in PHP that can retrieve user status, change status after receiving payment, and update expiration dates. Please only reach out if you're proficient in PHP, IPTV, and Stalker Portal.

I'm currently looking for a South Korean native to help me with the process of setting up an Upbit account. As I'm not residing in South Korea, I need someone who is knowledgeable about the local regulations and procedures. Ideal freelancer should have: - Experience managing crypto trade accounts, specifically Upbit - Helping me setup an account with them Payment fee: $80 upon successful account opening and trade

There are basic functions created, if you contact me I will explain what is missing My project involves interacting with an API (specifically Yahoo Finance) to collect information about stocks or mutual funds. I use the venv environment along with Python to accomplish this task. Subsequently, the goal is to display this data on the screen using React. The application will have a search function that will allow users to access a large amount of information. Additionally, there will be a section where users can enter multiple stocks for comparison purposes. The program will analyze these inputs to determine the best investment option. Additionally, the app includes several display options, such as graphs, to display these comparisons effectively. Additionally, I intend to incorporat...

We are in need of an experienced digital marketer who can handle a spectrum of tasks. They include but are not limited to creating engaging content for our Instagram and Twitter accounts, taking charge of managing our online community, and crafting effective e-mail marketing campaigns. You should be an individual with strong command of English, and a creative mindset to help push the boundaries of our digital marketing efforts. Responsibilities Include: - Creating Social Media Posts (image + content) on Instagram and Twitter; - Doing community management in social; - Creating e-mail marketing campaigns; - Creating blog posts; - Managing a CRM (Monday); - Ability to create reports with insights; The end goal of our marketing efforts includes both increasing brand awareness...

Notes---- pls Contact only if it is useful and you understand. Read first We are in search of a proficient Laravel/PHP developer to assist in the development of APIs for our upcoming matrimonial app. The backend infrastructure is based on Laravel, and we require the creation of several API endpoints to power core functionalities of the application. Notification API: Enable notifications for user interactions and events within the Code: Implement coupon code management for user promotions, including creation, validation, and : Develop APIs to manage user messages, including sending, receiving, deleting, and reading Active/Online: Track and display users' last active time and online Match: Calculate similarity scores between