Aws mongodb tutorial punët

See attachment. hfghjhgfghjhgfdsdgklkjhgfghjklknvbnmnbvcvbnm,.mnbvertyuytrertrghjugfdghjkjhgfdgkjhgfdfgjkjhg

...both web and mobile UI/UX design, frontend development, backend setup, and integration of various APIs and services. Key Requirements: - UI/UX Design: Proficient in Figma and Adobe XD for creating intuitive and engaging UI/UX for both web and mobile platforms. - Frontend Development: Extensive experience with React.js and React Native. - Backend Development: Skilled in Node.js, Express, and MongoDB. - API Integration: Familiar with Google Maps API for location services, and capable of integrating a payment gateway (preferably Razorpay or Stripe) for handling single payments. - Push Notifications: Experience with FCM and OneSignal for real-time notifications. - Testing & Deployment: Competent in ensuring the application is bug-free and ready for launch. This project is idea...

...are functional and secure. Connect the system to a PostgreSQL database. Finalize blockchain transaction handling using Web3.py. Frontend (React): Improve UI/UX for voter experience. Implement real-time result updates from the blockchain. Blockchain (Ethereum Testnet - Sepolia): Deploy smart contracts securely. Enable real-time vote tracking via Web3. Deployment: Host the backend (e.g., AWS, DigitalOcean, Heroku). Host the frontend (e.g., Vercel, Netlify). Configure domain settings. Requirements: Strong experience with Flask, React, Web3.js. Knowledge of Ethereum smart contracts (Solidity). Experience with API security and authentication. Ability to work independently and deliver in a timely manner. Deliverables: Fully functional online voting system. Secure an...

I need a comprehensive ...Java and Angular, hosted on AWS. The dashboard will need to integrate with various AWS services, specifically EC2, S3, and EKS. Key Features: - Monitor application deployments in real-time - Accessible to multiple user roles: Administrator, Developer, Operations, and Guest - Generate detailed reports on deployment history and metrics - Provide notification alerts for deployment successes or failures - Integrate with popular CI/CD tools like Jenkins or GitLab Ideal Skills and Experience: - Proficiency in Java and Angular - Strong knowledge of AWS services, particularly EC2, S3, and EKS - Prior experience in developing deployment dashboards - Ability to create user-friendly interfaces for different user roles - Add pagination Please include i...

I need a comprehensive ...Java and Angular, hosted on AWS. The dashboard will need to integrate with various AWS services, specifically EC2, S3, and EKS. Key Features: - Monitor application deployments in real-time - Accessible to multiple user roles: Administrator, Developer, Operations, and Guest - Generate detailed reports on deployment history and metrics - Provide notification alerts for deployment successes or failures - Integrate with popular CI/CD tools like Jenkins or GitLab Ideal Skills and Experience: - Proficiency in Java and Angular - Strong knowledge of AWS services, particularly EC2, S3, and EKS - Prior experience in developing deployment dashboards - Ability to create user-friendly interfaces for different user roles - Add pagination Please include i...

Hello everybody! The app is offline for the moment I want improve my react app and make better design responsive I want improve the security for publish the app on App Store and play store. Maybe add some features The app is make on react and database on mongodb. Text me for more information

I need a skilled AWS expert to assist with the transfer of an AI-assisted energy optimisation project. The key tasks include: - Establishing the MQTT flow via IoT Core to handle sensor data feeding into AWS TimeStream. - Setting up and managing AI via SageMaker. - Adjusting AI outputs for different databases. - Configuring AWS TimeStream and MariaDB RDS databases. - Creating a Redis server through ElastiCache. - Deploying an API and a web application via Docker on the appropriate AWS service. Ideal skills and experience for this job include: - Proficient understanding of AWS services, particularly IoT Core, SageMaker, TimeStream, and ElastiCache. - Experience in managing large-scale sensor data. - Strong knowledge of data security and authentication pro...

I'm in need of a seasoned backend developer who can work with Next.js. The project requires comprehensive backend functionality including: - API Developme...Management: Overseeing and maintaining the database to ensure data integrity and availability. - Authentication System: Implementing a robust authentication system for secure user access. The project will utilize MongoDB as the database technology. Therefore, a strong proficiency in MongoDB is a must. The ideal freelancer for this project should have: - Extensive experience in backend development with Next.js. - Proficient in API development and database management. - Demonstrable experience in building secure and efficient authentication systems. - Strong skills and experience working with MongoDB. Looki...

I'm seeking a professional who can implement both design and functional coding changes on my web application hosted on an AWS server. Key Responsibilities: - Update the design elements of the web application, improving its overall user experience and interface - Implement necessary coding changes, which may include bug fixes, adding new features, and performance optimization Ideal candidates should possess: - Extensive experience with AWS and web application development - Proficiency in both design and coding - Excellent problem-solving skills for debugging and performance optimization - Creativity and a keen eye for design to enhance the user interface

I'm looking fo...Identity verification for users. - Secure payment system. - Bidding functionality for task doers. - Referral codes and Promo codes changes - percentage change of fees from both task doers and hirers - changes in subscription plans 3. **Technical Stack**: - A web-based front-end and admin panel built with React.js. - A backend/API powered by Java. - MySQL database with AWS for hosting. Ideal candidates for this project should have substantial experience in Flutter for mobile application development and React.js for web-based interface creation. A strong background in Java for backend development and MySQL for database management is also essential. Understanding of secure payment systems and identity verification processes will be an a...

I need a comprehensive ...Java and Angular, hosted on AWS. The dashboard will need to integrate with various AWS services, specifically EC2, S3, and EKS. Key Features: - Monitor application deployments in real-time - Accessible to multiple user roles: Administrator, Developer, Operations, and Guest - Generate detailed reports on deployment history and metrics - Provide notification alerts for deployment successes or failures - Integrate with popular CI/CD tools like Jenkins or GitLab Ideal Skills and Experience: - Proficiency in Java and Angular - Strong knowledge of AWS services, particularly EC2, S3, and EKS - Prior experience in developing deployment dashboards - Ability to create user-friendly interfaces for different user roles - Add pagination Please include i...

I am looking to develop a mobile application for employee communication. The app will enable companies to register with basic details and invite employees to join a dedicated company group or channel. Employees can engage in group ...shares. o Customizable notification settings for users. 8. User Roles & Permissions: o Admins can manage user roles (e.g., employee, manager, admin). o Control access to certain groups or files. Tech Stack Recommendations: • Frontend: React Native (cross-platform) or Swift (iOS) & Kotlin (Android). • Backend: Node.js with Firebase or & MongoDB/PostgreSQL. • Authentication: Firebase Auth or OAuth (Google, Microsoft, etc.). • File Storage: AWS S3, Google Drive, or Firebase Storage. • Real-time Messaging: WebSoc...

...Requirements ✅ 1. AI System Components Voice Processing: OpenAI Whisper API (or equivalent). Local AI Processing: Hosted LLaMA-3 / Mixtral-8x7B ( or cloud GPU). Online AI Services: DeepSeek API & OpenAI GPT-4 for advanced reasoning. AI Memory & History Retrieval: LlamaIndex + ChromaDB for efficient data lookup. ✅ 2. Backend Infrastructure & Data Handling User Authentication: PostgreSQL / MongoDB. Data Processing & Storage: Optimized architecture for AI query handling. Notification System: Firebase / Twilio for alerts & automated follow-ups. ✅ 3. AI Cost Optimization Strategy Local AI handles general queries to reduce third-party API costs. DeepSeek/OpenAI APIs are used only for complex reasoning. Long-term goal: Train proprietary AI models to minimize th...

...Logic): • Node.js with or • Python (Django/Flask for AI-based recommendations) • GraphQL or REST API Database & Storage: • PostgreSQL or MySQL for relational data • MongoDB for flexible product listings • Redis for caching search results Authentication & Security: • OAuth 2.0 (Google, Facebook, Email login) • Two-Factor Authentication (2FA) • Role-Based Access Control (RBAC) Payments & Transactions: • Stripe, PayPal for traditional payments • Cryptocurrency (Ethereum or Polygon) for security tokens • Escrow system for secure transactions Hosting & Deployment: • AWS (Amazon Web Services) or Google Cloud • Docker & Kubernetes for scalability • Cloudflare CD...

I'm seeking an expert to guide me on how to migrate my emails from one account to another. Key Requirements: - Expertise in - Ability to provide clear, step-by-step instructions - Patience and good communication skills

I'm looking for a professional web developer to help me build an ed tech website dedicated to providing educational resources, primarily in the form of tutorial videos. Key Responsibilities: - Create an engaging, user-friendly website. - Integrate a system for uploading, categorizing and streaming tutorial videos. - Ensure the site can handle high traffic and video streaming. Ideal Skills: - Proficiency in web development languages (HTML, CSS, JavaScript, etc.) - Experience with video hosting and streaming integration. - Familiarity with ed tech industry standards and trends. Please provide examples of similar projects you've worked on.

...seasoned DevOps specialist to deploy my MEAN stack project on IIS/Nginx. The server is multi-operating system, running both Windows and Linux. Key Requirements: - Proficient with both Windows and Linux operating systems. - Extensive experience with the MEAN stack (MongoDB, , Angular, Node.js). - In-depth knowledge of IIS and Nginx web servers. - Strong skills in DevOps practices and tools. - Previous work with deploying applications on multi-OS servers. Project Details: - The MEAN stack project is already set up with MongoDB and Angular. The remaining components, and Node.js, will need to be configured and deployed. - You will be responsible for the entire deployment process, ensuring the application runs smoothly on both operating systems and on the selected web serve...

ONLY BID, IF YOU CAN START NOW. I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

I have an existing project on AWS and require an expert to assist with troubleshooting and support. Key Responsibilities: - Addressing any issues that may arise with EC2, S3, and Lambda - Ensuring optimal performance and reliability of the system Ideal Skills and Experience: - Extensive experience with AWS services, particularly EC2, S3, and Lambda - Proficient in troubleshooting and providing necessary support - Strong problem-solving skills and ability to work under pressure

I'm in need of a skilled video editor who can assist with my tutorial or instructional screen recording video. Ideal Skills and Experience: - Proficiency in video editing software. - Experience with editing screen recording footage. - Ability to enhance video quality and pacing. - Attention to detail for sound and visual issues. - Creative mindset to make the video engaging. Please provide examples of your previous work with similar projects.

...Design and refine RESTful API interactions for seamless backend communication. Collaborate with the backend team to optimize Node.js/Nest.js APIs effectively. Ensure high performance, security, and reliability in all aspects of development. Qualifications: Proficiency in Flutter & Dart programming. Experience in subscription-based models and payment gateway integrations. Strong understanding of AWS S3 storage and cold storage solutions. Hands-on experience with QuickBooks API integration. Expertise in Google Service Accounts for transaction management. Strong knowledge of RESTful APIs and backend communication. Experience working with Supabase. Ability to implement and integrate APIs us...

I'm looking for a tech-focused YouTube influencer to promote a specific product of mine. The ideal candidate should be able to create engaging 'tutorial or how-to' videos that showcase my product's features and benefits in a relatable and easy-to-understand way. Skills and experience needed: - Proven track record as a tech influencer on YouTube - Ability to create high-quality, engaging tutorial-style content - Strong understanding of the technology niche and its audience - Experience with product promotion and unboxing videos - Excellent video production and editing skills

I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

We are looking for an expert in AI document processing using AWS Textract and Bedrock / SageMaker. Your role will involve: We need to extract data from multi-page documents using AWS Textract and AWS Bedrock/Sage Maker. The document contains details for multiple persons e.g. their IDs, Partial Name (First Name Initial and Last Name), company name, and activity figures under different sections. We need to extract each individual and match them with a set of valid persons in our database/dataset based on their company name, ID and partial names and then club them together to create a data extract with relevant details for each individual. Key Requirements: - Extract information for each individual from activity statement - Find/match with valid persons in our database...

Ju lutemi Regjistrohuni ose Identifikohuni për të parë të dhënat.

I'm looking to build an AI voice bot with AWS Bedrock. The primary task of this bot is to perform auto triaging of customer and technical support inquiries over phone calls. It will also help to book appointment. Key Requirements: - The bot should be able to handle both customer support and technical support inquiries. - It needs to communicate effectively in English, Chinese, and Malay. - Experience with AWS Bedrock is a must. - Prior experience in creating voice bots for phone calls is highly preferred. - Understanding of AI and machine learning principles will be an added advantage. This is meant to be a prototype and two weeks project. Your expertise in these areas will ensure the successful delivery of this project. Looking forward to your proposal. Price is f...

I'm in need of a skilled Node.js backend developer who can work on my existing project. The work must be completed within 5 days. Key tasks: - Working with MongoDB: My project specifically uses MongoDB, so experience with this database is essential. Ideal Skills and Experience: - Proficiency in Node.js - Extensive experience with MongoDB - Previous work on backend development projects - Ability to meet tight deadlines

I'm looking for an experienced Flutter developer to create a fully functional grocery delivery app. The app should support both...gateway integration • Select delivery slot (Morning/Evening) • Order tracking & history • Notifications (Order updates, promotions) 2. Admin Panel (Flutter Web) • Manage users & store locations • Add/Update/Remove products • Assign orders to specific store locations • View orders and sales reports • Manage delivery time slot settings • Send push notifications 3. Backend (Node.js + & MongoDB) • User authentication • Product management APIs • Order management system • Payment gateway integration • Push notifications • Admin controls 4. Delivery App (Optional) •...

We're seeking a skilled professional to enhance our site and servers' resilience. We operate primarily in the Information and Communication/SIP services sector and need a load balancer that does not rely on a single data centre. Key Requirements: - Expertise in Asterisk and Kamailio - Proficiency in various load balancing solutions (HAProxy, NGINX, AWS Application Load Balancer) - Strong skills in improving Scalability, Redundancy, and Failover capabilities Our current setup requires significant upgrades in all aforementioned aspects. We are open to suggestions regarding the most suitable load balancing solution. Ideal candidates should have hands-on experience in this field, with a solid track record of creating robust, scalable, and resilient server setups. Your exp...

I'm looking for an expert who can help me create a productized version of an AWS Landing Zone from scratch. This setup will utilize AWS Control Tower, AWS Config, AWS Service Control Policies, and AWS IAM, with integration to Azure AD. Key Expectations: - Comprehensive setup of AWS Landing Zone using AWS Organization, Control Tower with a focus on Security and Access Management. - Use of AWS Config, Service Control Policies, and Boundary permissions, with good examples demonstrating their functionality. - Clear, understandable guidance on the infrastructure cost, which I will cover on top of your man hours. - Ideally, you should have a solid understanding of AWS and Azure, with proven experience in setting up and managing...

I am looking for an experienced Solana Web3 Developer to help complete my MinesRush betting game. The game is built on Node.js, Express, MongoDB, and React.js, with handling Solana transactions. Ideal Candidate ? Experience with Solana (wallet connections, transactions, smart contracts) ? Strong skills in Node.js & ? MongoDB experience (database optimization, schema design) ? Frontend: React.js + Zustand or Redux ? Experience with WebSockets () ? Able to test & deploy the project on Solana Devnet/Mainnet Budget & Timeline ? Budget: Flexible, depending on experience and skills. ? Timeline: Looking to finish within 4-6 weeks. ? If you're interested, please send: 1️⃣ Your experience with Solana & 2️⃣ Examples of similar projects you've worked on 3️...

I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

...machine learning libraries such as TensorFlow, PyTorch etc. Experience with data visualization tools. Excellent problem-solving skills and the ability to work independently as well as in a team. Strong communication skills with the ability to explain complex concepts to non-technical audiences. Experience with big data technologies such as Hadoop, Spark, or similar. Knowledge of cloud platforms like AWS, Google Cloud, or Azure. Publications or research in the field of computer vision. Salary: $800/month...

...self-assessment (CBI or MBI scale). AI chatbot guides the user through the onboarding process. Choose Your AI Coach Personality Empathetic Mentor – Warm and supportive. Structured Coach – Goal-oriented and direct. Motivational Partner – Encouraging with reinforcement. Mindfulness Guide – Relaxed and reflective. Adaptive AI – Dynamically shifts its approach based on user preferences and progress. Tutorial & Initial Guided Session Brief introduction to CBT principles. Explanation of how the AI chatbot assists in managing burnout. Sample interaction with AI coach to set expectations. 2.2. Core Gameplay Loop Daily Check-in Users log their stress levels and mood indicators. AI coach provides ...

I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

...Responsibilities: - Implementing a fresh, user-friendly design - Enhancing existing functionality - Adding new features, with a primary focus on an authentication system Improvements Needed: - Enhanced UI/UX design - Better performance - Bug fixes Ideal Skills and Experience: - Strong expertise in React.js for building modern, responsive UIs - Proven experience with Node.js, , and MongoDB for backend development - Solid understanding of version control with Git - Capable of writing clean, maintainable code - Ability to create a seamless experience across devices - Prior experience delivering high-quality web applications The developer should be capable of collaborating effectively with the team to meet project deadlines. If you meet these qualifications and are passionate abou...

I'm looking for a talented full stack developer or a team who can build a complete online platform for me. Key Requirements: - Front End: Built with React.js - Back End: Powered by Node.js - Database: Post...a talented full stack developer or a team who can build a complete online platform for me. Key Requirements: - Front End: Built with React.js - Back End: Powered by Node.js - Database: PostgreSQL - Hosting: Heroku - Payment Gateway: Stripe and PayPal for subscription payments Ideal Skills and Experience: - Proficiency in React.js and Node.js - Experience with PostgreSQL and Heroku or Verce or AWS - Knowledge of integrating payment gateways, particularly Stripe and PayPal - Prior experience in building an online platform Please provide examples of similar projects you ...

I'm seeking a talented video editor for my YouTube gaming channel. The primary focus will be on editing tutorial and walkthrough style videos. The ideal candidate should have experience with this type of content and understand how to make it engaging and informative for viewers. Key Responsibilities: - Edit raw gaming footage into high-quality tutorial and walkthrough videos - Incorporate animated text and graphics at appropriate moments to enhance viewer understanding and engagement - Ensure final product meets YouTube's video standards and is ready for upload - Create eye-catching thumbnails to attract viewers. - Apply color correction to ensure visual consistency across videos. - Perform sound mixing to ensure audio clarity and balance. - Incorporate B-roll foot...

I am looking for an AWS professional to assist with my cloud hosting needs. My project is flexible and could involve working with various AWS services including EC2, S3, and RDS.

...process text from images and scanned documents. The objective is to develop or integrate a solution that converts these files into structured data with high accuracy, specifically leveraging Google Document AI. Requirements: - Proven experience in developing OCR solutions, with a strong preference for expertise in Google Document AI. - Familiarity with OCR tools such as Tesseract, Google Vision, AWS Textract, ABBYY, or similar is a plus. - Proficiency in Python, OpenCV, TensorFlow, Pytesseract, or related technologies. - Ability to clean, enhance, and structure extracted data. - Experience in image processing and optimizing OCR accuracy. - Experience integrating OCR into web applications or automated systems. - Strong coding practices and performance optimization skills. Nice-...

...solutions. Skill Set Required Technical Skills: Proficiency in JavaScript/TypeScript with expertise in frontend libraries like React/React Native. Strong experience with backend frameworks such as Node.js, , Nest.js. Solid understanding of GraphQL API design and development. Expertise in relational databases (PostgreSQL, MySQL) and familiarity with NoSQL databases (Redis, MongoDB, etc.). Experience working with AWS hosting services (RDS, Lambda, S3, R53, EC2). Strong grasp of system setup and DevOps, including nginx, git, Docker. Proficiency in writing unit, integration, and acceptance tests using tools like Mocha, Jest. Experience with CI/CD pipelines (GitHub Actions, Jenkins, or similar). Understanding of site security principles (CSRF, XSS, etc.). Soft Skills: Strong ...

Description: We are looking for an e...API requests. Implement image upload functionality using Django’s file handling methods. Model Integration: Integrate the VGG16 model (pre-trained) to process the uploaded images and perform facial recognition. The model should return results in a JSON format (e.g., recognized identity or similarity score). Basic Storage: Temporarily store uploaded images in the server or use cloud storage (e.g., AWS S3). Security: Ensure that images are processed securely, and there is no unauthorized access to the uploaded files. Scope of Work: Frontend: A functional and simple interface for image upload and displaying results. Backend: Django REST API to process images, run facial recognition, and return results. No login or authentication required for...

I am looking for a skilled AWS expert to teach me how to deploy AI models on AWS. The ideal candidate should have: - Extensive experience with AWS and AI model deployment - Ability to explain complex concepts in a simple way - Patience and understanding for a beginner level student - Knowledge of various AI models and tools - Skills in optimizing performance of deployed models. how to deploy with auto scale for many request per minute . How to do so many requests from local computer ? with testing auto scale using external request aceptance i can do all myself on my aws account I do not provide you aws account you have 2 days

...integration with third-party providers. • Multi-signature wallets for fund security. 5. Payment & Exchange Integration • Fiat on/off ramps (Stripe, PayPal, Bank API). • DEX & CEX listing (Uniswap, Binance, Coinbase). Required Developer Skills • Solidity, , Hardhat/Truffle (Smart Contracts) • Node.js, Python (Backend Development) • React.js, (Frontend Development) • IPFS, AWS, Firebase (Decentralized Storage & Hosting) • Security Protocols & Smart Contract Auditing Next Steps for Development 1. Finalize Blockchain & Tech Stack Selection. 2. Develop & Test Smart Contracts in Testnet. 3. Audit & Fix Vulnerabilities. 4. Deploy on Mainnet & Integrate with Payment Systems. 5. Launch Marketing &...

We are seeking an experienced Typescript backend developer to patch our existing REST API that currently stores data in MongoDB. The main objective is to ensure seamless compatibility with Firebase. Backend is actually offline and we need to bring it back online. The ideal candidate will have a strong background in Typescript, RESTful services, and Firebase integration. If you have a proven track record in enhancing backend systems and are passionate about developing efficient server applications, we would love to hear from you.

We want to setup the WP Mail SMTP at our wordpress website. Our email is from Godaddy platform, and the hosting is from AWS. We bought the WP Forms subscription for unlimited forms submissions.

...candidates for this project should have: - Extensive experience in Android app development. - Proficiency in creating client management systems. - Skills in data analysis and subscription tracking systems. - Knowledge of customer support tracking systems. Please provide examples of similar projects you have completed in your bid. The user interface should be simple and clean. The project will use MongoDB as the database technology. The system should include standard reporting templates. The system should integrate with payment gateways to handle transactions seamlessly. The user interface should include basic customization options and adhere to standard UI design principles. The system should also integrate with shop items and delivery. The user interface should have minimal c...

I'm seeking a working with me remotly ( able go fast which i know what i want, i need developer making task, mountly salary either hours based) proficient developer or a team with exceptional skills in AWS DynamoDB, Python, HTML, and web development to create a B2B2C e-commerce platform. The primary goal of this site is to sell physical products. Key Requirements: - Experience with AWS DynamoDB is crucial for managing the database efficiently. - Strong skills in Python and HTML for backend and frontend development. - Proven track record in developing responsive e-commerce sites optimized for both desktop and mobile platforms. - Understanding of B2B2C e-commerce models. - Ability to create a seamless user interface catering to both businesses and consumers.

I'm looking for an intermediate-level video tutorial on how to implement a traffic light control system using an induction loop and an Arduino. The guide should cover: - Utilizing an Arduino Uno - Implementing an Inductive loop sensor - Controlling LED traffic lights This video should be clear, concise, and demonstrate each step in the process. It should be suitable for someone with a basic understanding of Arduino but looking to advance their skills. The ideal freelancer for this project should have experience in creating instructional video content and a strong understanding of Arduino and traffic control systems.

...milestones. ✅ User Personas & Roles – Admins, influencers, brands, agencies, compliance officers. ✅ Core Features – Influencer discovery, campaign management, analytics, payment processing, compliance automation. ✅ Basic API Research – Identified key integrations for TikTok, Instagram, Snapchat, Facebook, LinkedIn, Shopify, WooCommerce. ✅ Technology Stack (Preliminary) – React.js, Node.js, PostgreSQL, AWS Middle East, Oracle Cloud KSA, STC Cloud. ✅ Regulatory Considerations – VAT compliance (Saudi 15%, UAE 5%), PDPL (Saudi data protection law), GCAM licensing. ◉ What Needs to Be Completed We now need a Business Analyst to expand, refine, and structure this information into formal documentation suitable for developers. This includes: 1️⃣ Busines...