Hotel management system project in java with source codemunkák
I'm seeking a professi...This will primarily consist of images, photos, videos, and stories. A keen eye for quality visuals and creativity in content presentation is essential. - Engaging with followers: This will involve responding to comments and direct messages in a timely manner, fostering a sense of community on the account. - Analyzing account performance: Utilizing Instagram's insights and other analytical tools to track growth, engagement rates, and overall account performance. Providing regular reports and suggestions for improvement. The tone of the posts should be formal and professional. Therefore, previous experience in managing corporate or professional accounts will be a plus. Skills in content creation, social media engagement, ...
I'm looking for an experienced developer who can seamlessly integrate my Odoo software with the ZATCA platform. Key Requirements: - Integrating Invoices and Billing management from Odoo to ZATCA. - Ensuring the integration covers all aspects of Invoices and Billing including: - Invoice Creation - Invoice Validation - Automated Tax Calculations - Providing real-time synchronization between Odoo and ZATCA. Ideal Skills and Experience: - Previous experience with Odoo software integration. - Familiarity with ZATCA platform is a plus. - Strong understanding of invoice management and tax calculations. - Excellent skills in ensuring real-time system synchronization.
Overview: This project involves implementing and customizing Bitrix24 CRM for GNP Hospitals to enhance lead management, appointment scheduling, complaint handling, and reporting. Integrating your Hospital Information System (HIS) will streamline operations by synchronizing patient data, complaints, and feedback. Phases: Lead Management: Integrate website forms, Issabel PBX, and UTM tracking into Bitrix24. Appointment Scheduling: Set up scheduling with reminders and HIS synchronization. Complaint Management: Automate feedback collection and link complaints to departments. Automation & Reporting: Configure workflows, dashboards, and Power BI analytics. HIS Integration: Synchronize appointments and patient data between HIS and CRM. Testing &...
...PHP/MySQL expert to develop a customized stock and vendor management tool. This web-based platform should have a flexible user interface, capable of accommodating various workflow processes. Key Features: (Rough, programmer can share inputs to make this better) Vendor Registration Input vendor details Verification and approval Inventory Management List SKU codes with multiple images Assign specific SKUs to vendors Monitor stock levels Order Management Track order dates per SKU and vendor Provide vendor login for order status and history Management Dashboard Overview of assignments and stock alerts Access to order history and reports Ideal Skills: - Strong proficiency in PHP and MySQL - Experience in developing web-based inventory ...
Job Title: Online Tutor for IT & Non-IT Courses Job Type: Part-Time/Contract (Remote) Courses: IT : C, C++, Python, Java, Android development, Graphic Designer, UI/UX developer, Angular Js, Node Js. Non-IT: Digital Marketing, Cloud Computing, Cybersecurity, Advanced Excel, MATLAB, Tally, CAD (CATIA, AutoCAD), HR Operations. Responsibilities: - Deliver engaging online classes. - Customize teaching materials. - Guide students on real-world projects. - Monitor progress and provide feedback. Requirements: - 3+ years of experience in the domain. - Strong communication and teaching skills. - Reliable internet and tools for online classes. Documentation Needed: Updated resume/CV. A sample recorded session (Mandatory). List of topics/courses you can t...
I'm looking for a seasoned Ruby on Rails developer to assist in maintaining an existing Content Management System (CMS). Your primary responsibilities will revolve around identifying and resolving issues, handling migration errors, and assisting with redeployment tasks. Ideal Skills and Experience: - Proficiency in Ruby on Rails - Strong experience in CMS maintenance - Excellent problem-solving skills - Experience with bug fixing and performance optimization - Familiarity with handling migration errors
All Amazon services on both marketplaces Amazon ads Amazon listings Amazon account management Amazon catalogue management Amazon seller support management Amazon algorithm management
This proposal outlines the provision of a dedicated developer Support for AdFox customisation from Jan 1 to Jan 31 2025. The cost for these services over the 31-day period is $1000. Tasks can be assigned and managed through our project management tool, ensuring transparency and effective communication.
I'm looking for a seasoned accountant to assist with product costing and setting up the Odoo ERP system. Your main tasks will include: - Conducting comprehensive cost analyses focused on product costing - Overseeing the setup of the Odoo ERP system This project is ideal for you if you have: - Extensive experience in cost analysis, particularly in product costing - Proficiency with Odoo ERP system setup Your financial acumen and ERP expertise will be crucial in ensuring efficient cost management and a smooth ERP setup. Your work will greatly contribute to our overall financial health and operational efficiency.
I'm experiencing issues with a desktop application tied to SQL Server. The application is primarily for managing data with SQL Windows Security. I'm using SQL Server Authentication and I'm consistently getting a 'Login failed for user' error message. here is the exact error A connection was successfully established with the server, but then an error occurred during the login process. (provider: SSL Provider, error: 0 - An existing connection was forcibly closed by the remote host.) Key requirements: - Proficient in troubleshooting SQL Server connectivity issues - Extensive knowledge of SQL Server Authentication - Experience with desktop applications for data management Please bid only if you have the relevant expertise ...
Job Title: Online Tutor for IT & Non-IT Courses Job Type: Part-Time/Contract (Remote) Courses: IT : C, C++, Python, Java, Android development, Graphic Designer, UI/UX developer, Angular Js, Node Js. Non-IT: Digital Marketing, Cloud Computing, Cybersecurity, Advanced Excel, MATLAB, Tally, CAD (CATIA, AutoCAD), HR Operations. Responsibilities: - Deliver engaging online classes. - Customize teaching materials. - Guide students on real-world projects. - Monitor progress and provide feedback. Requirements: - 3+ years of experience in the domain. - Strong communication and teaching skills. - Reliable internet and tools for online classes. Documentation Needed: Updated resume/CV. A sample recorded session (Mandatory). List of topics/courses you can t...
I'm in need of a Ukrainian female virtual assistant fluent in English for various tasks. The role will involve: - Meeting schedulings - Travel arrangements - Translation tasks - Data editing and input - Web searching - Email management - Report preparation and team task follow-ups Skills and experience that would be ideal for this role include: proficient English and Ukrainian language skills, prior experience in a virtual assistant role, strong organizational skills, and familiarity with Zoom.
I'm looking for a developer to create a drag-and-drop overlay for my React-based trading system, integrated with TradingView. Key Features: - The overlay should enable users to adjust stop loss and take profit limits by simply clicking and dragging lines. - It should also allow for the placing of new orders and modifying of existing ones through the same intuitive interface. Ideal Skills: - Proficiency in React.js - Experience working with TradingView API - Knowledge of trading systems and order modification processes This project is aimed at enhancing user interactivity and overall trading experience. Please include relevant past experience in your bid.
...bidding platform with automated product visibility management, communication features, and an intuitive user interface for all roles: Admin, Vendor, and User. Core Features 1. User Features Account Management: User registration and login system. System wallet for managing funds and transactions. Wallet System: Users must maintain a minimum wallet balance (MOQ) to place bids. Alert prompts users to reload their wallet if funds are insufficient. Payment gateway integration for top-ups. Bidding System: Countdown timer for each product auction. Users can bid only if wallet balance meets the MOQ. Product details visible to users (title, description, and images), but vendor company name, phone number, and address are hidden. Payment & O...
I'm looking for an experienced Odoo functional consultant to assist with various aspects of Odoo accounting, specifically: - Invoicing - Bank Reconciliation - Expense Management My primary focus is on Customer Invoices, where I need support with: - Invoice creation and management - Payment tracking - Customization of invoice templates The perfect candidate would have a deep understanding of Odoo's accounting module, have experience in managing customer invoices, and possess strong problem-solving skills to help streamline our invoicing process. Experience in customizing invoice templates is a plus.
Would you be interested in working on this project? Its a mobile application.
I need help upgrading my Java Spring Boot application from version 2.7 to 3, and migrating from Java 8 to Java 17. Ideal Skills and Experience: - Extensive experience with Java Spring Boot. - Proficiency in Java 8 and Java 17. - Ability to work with custom libraries. - Knowledge of various testing frameworks for post-upgrade testing.
I'm looking for someone who can assist me in hiring a virtual assistant for my Australian company, with a strong understanding of Philippine tax law. Key Responsibilities: - Administrative support: The VA will be helping with various administrative tasks to keep the business running smoothly. - Customer Service: The VA will need to interact with our customers, so we need someone who can help us maintain our customer satisfaction. - Social Media Management: The VA will need to help us manage our social media presence. Essential Skills: - Proficiency in Microsoft Office Suite - Experience with CRM software - Familiarity with social media management tools Tax Law Expertise: - Basic knowledge: Understanding of general tax o...
I'm looking for an experienced mobile app developer to create an Android and iOS application. The app will facilitate doctor-patient video consultations after an initial in-person assessment by a nurse. Key Functionality: - Appointment scheduling - Prescription management - Access to Patient medical records Intended Users: - Doctors - Patients - Nurses - Admin Integration: - The app needs to integrate with our existing Practice Management Software. Ideal candidates for this project should have extensive experience in mobile app development, particularly with medical software systems. They should also have a strong understanding of telemedicine requirements and functionalities.
I'm looking for a professional to set up Odoo as an ERP system for my business, specifically focusing on the Inventory Management module. Ideal Skills: - Extensive Odoo ERP system knowledge - Inventory Management module expertise - Customization skills within Odoo - Prior experience with ERP setup - Accounting and Human Resources module knowledge (a plus)
I have an email signature template in an image file. I need a freelancer with web development experience to convert this image into HTML code. The signature must include: - Company logo - Contact information - Social media icons Please note that the quality of the coded signature must match the provided template exactly.
Kérjük, regisztráljon vagy jelentkezzen be a részletek megtekintéséhez!
I'm looking for a skilled developer to create a custom algorithm for a task-based points and rewards system. This system will integrate with payment gateways and our custom internal APIs to track user actions and allocate points accordingly. The focus is on building a robust, scalable, and secure backend that supports dynamic task completion and rewards distribution. Key requirements: - Strong experience with backend development and API integration. - Knowledge of reward-based or gamification systems. - Ability to design an efficient and flexible algorithm for task tracking and point allocation. - Clear communication and adherence to deadlines. If you have expertise in gamified systems and a passion for creating engaging user experiences, I’...
15 Day IOS Development Teaching ( Can use chatgpt or anything while explaining or prep) Day 1: Project Setup and Architecture • Learn and implement a scalable project architecture: MVC, MVVM, or VIPER. • Create a new Xcode project with the following folder structure: – Models – Views – ViewModels/Presenters – Controllers – Services Day 2: Networking with URLSession • Implement a networking layer using URLSession. • Fetch data from an API (e.g., ). • Parse the JSON response using Codable. Day 3: Dependency Injection • Refactor networking code to implement Dependency Injection. • Abstract the networking service with protocols and inject it into your view controllers or view mod...
I need a program that can manage to print a single label from an Excel spreadsheet. The label is 1.1 x 3.5 single labels. The printer is a Brother QL-1100C. Attached ...what needs to be printed on the label. I need something that I can just click print and it prints that information from that line. Key Requirements: - Ability to handle queue management, job scheduling and job prioritization. - Specifically designed to print from an Excel spreadsheet onto custom 1.1 x 3.5 labels. - Allow creation and saving of custom label templates for reuse. Ideal Skills and Experience: - Prior experience in developing printer management software. - Strong knowledge of Excel and label printing. - Excellent problem-solving skills and attention to detail. The program should be ...
...based web platform with a focus on user engagement, leaderboards, real monetary rewards, and an excellent user experience. The platform's frontend is being built in parallel, and we are looking for an experienced backend developer to build the backend using Spring Boot under my guidance. You will be responsible for developing a secure, scalable backend and ensuring seamless integration with the frontend. Knowledge of React JS + Spring boot Responsibilities: Backend Development: Build RESTful APIs using Spring Boot to handle features such as: User management (signup, login, authentication). Challenge management (daily, weekly, monthly challenges). Leaderboards. Wallet transactions (earnings, withdrawals, pending balances). Help and support tick...
I'm looking for a seasoned backend developer to work on my project. Key Responsibilities: - Integrate our existing Android app with a cloud-based Maven Project using the provided SDK. - Build the necessary endpoints for the integration of a biometric device into our cloud-based attendance platform. - Implement API integrations with a third-party biometrics service. Required Skills & Experience: - Proficiency in Advanced Java. - Deep understanding and hands-on experience with Maven, Spring Boot, Spring Security, JPA, and MySQL. - Strong skills in API integration. - Experience with cloud service providers, particularly AWS - Prior work with biometric device integration is a plus. I look forward to your proposa...
...targeting high authority sites. - Engage with my brand on various social media platforms to boost visibility and enhance social media engagement. - Manage and improve my online reputation through proactive and strategic online reputation management. Ideal Skills: - Proven record in Off-page SEO, particularly in link building. - Proven experience in optimizing websites for search engines - Experience with social media engagement and online reputation management. - Strong understanding of SEO and digital marketing trends. - Excellent communication and networking skills. - Strong knowledge of technical SEO optimization techniques - Familiarity with industry-specific keywords and their usage - Ability to analyze and improve website pe...
We are looking for a fresher content writer or someone with a basic understanding of content creation, eager to grow and develop their skills. Since the content type, industries/topics, and article length are not yet defined, flexibility and a willingness to learn are essential for this role. Compensation: ₹8,000 per month Ideal Skills: - Basic adaptability in writing styles for different audiences - General awareness of a variety of topics - Willingness to learn and improve task management - Familiarity with grammar basics to produce error-free content - Eagerness to develop technical and social media writing skills - Basic editing skills with attention to clarity and coherence - Enthusiasm to learn time management and audience analysis - Opennes...
...certified expert to bid on a short-term freelance project focused on organizing, updating, and optimizing our AWS and MongoDB environments. The goal is to ensure our project is set up with best practices for security, performance, and scalability. Our project uses the MERN stack, including: Frontend: Vercel Backend: AWS EC2 Database: MongoDB Scope of Work: Organize and optimize AWS settings (EC2, IAM Identity Center, security policies). Update and configure MongoDB defaults for improved performance and security. Implement robust backup systems for MongoDB and AWS EC2. Update security policies to ensure compliance and secure configurations. Provide recommendations and document workflows for ongoing maintenance. Requirements: Proven expertise in AWS ...
I'm looking for an expert to install the latest stable release of Qwebirc and The Lounge on my Ubuntu 24.04.1 LTS VPS. Ideal skills for the job: - Extensive experience with Ubuntu and VPS management - Proficient in installing and configuring Qwebirc and The Lounge - Strong troubleshooting skills - Good English communication skills
Looking for a full stake of developer to complete the project before 1 Jan 2025 . 1. The landing page ( 6landing pages will be given once you are awarded) should have a corporate and professional aesthetic. Includes: • Registration form: Allows users to sign up for the event. • Event details section: Provides comprehensive information about the event. . 2. Email and messager Bursting System • After a user signs up: • They should automatically receive reminders for the event email and other messager . • Automation tools like Power Automate or other free solutions should be used (NO paid 3rd party integrations allowed). 3. Backend Dashboard for Admin • The admin should: • Able to upload an Excel file containing a list of attendees to be ...
I need a feature added to my website, , where users can track the performance of their affiliate links in real time. The feature should include: Live Tracking: Users should be able to see detailed stats for each tracking link, including the total clicks, conversion rates, and geographical data of visitors. Goal Tracking: Show progress on goals such as completing registrations or making deposits through the link. User Stats: Display the number of successful registrations, deposits, and other relevant metrics related to the user's affiliate activities. Ideal Skills: Web Development, Real-Time Tracking System Integration, Database Management, Affiliate Marketing Systems Understanding, User Interface Design.
Build a Multi-User Social Media Management Platform Based on Postiz Description: I am looking for an experienced developer to customize and extend the open-source Postiz social media management tool for my specific requirements. The goal is to create a scalable, multi-user platform, subscription based. Key Features: Multi-User Support: Allow multiple accounts with distinct logins. Role-based access control (e.g., admins, editors, viewers). Separate dashboards for individual users. Tiered Plans: Implement different user tiers (Basic, Pro, Business) with feature restrictions based on tier. Examples: account limits, scheduling caps, or analytics access. Payment and Invoicing Integration: Add payment processing to manage subscriptions or upgrades. Genera...
Description: Investire is a property deal creation to aid in fundraising for prospective development projects. It enables investors to make the right investment choice and assist property developers in leveraging advanced AI technologies to streamline the process of creating a property investment project for potential investors. Property Deal Investment Process Overview - Property Developer - Data Input by Property Developers or deal sourcers - Property developers will enter the relevant data for each deal. - Financial Analysis Tools Investire will provide tools to perform various financial calculations tailored to different types of properties. This will enable developers to assess the profitability of investments and make informed decisions about whether ...
...to set up a new database from scratch, focusing on Customer Relationships and CRM. The project involves: - Database setup and configuration: Creating a robust, scalable QuickBase database tailored for comprehensive customer management. - Custom app development: Designing unique applications within QuickBase to enhance our CRM capabilities and streamline workflows. - Workflow automation: Implementing automated processes to improve efficiency and reduce manual intervention. Ideal candidates should possess deep expertise in QuickBase, with proven experience in developing CRM databases. Skills in custom app development and workflow automation are essential. Understanding of customer relationship management principles will be a significant a...
I'm on the lookout for a versatile personal assistant who can also take on the role of a dummy CEO. Your tasks will span across various domains including administrative tasks, personal errands, and business management. THIS IS A 9 MONTH INTERNSHIP FEMALE CANDIDATES PREFFERED, MALES CAN ALSO APPLY APPLICANTS PREFERRED FROM NAGPUR Ideal Skills and Experience: - Strong organizational skills for scheduling and calendar management - Excellent communication skills for handling email and communication - Proficiency in data entry and document management - Able to book appointments and manage travel arrangements - Capable of taking work updates from the team Please note, this role may involve handling personal errands such as appointment bookings and taking work...
...warehouse management application. This app will cater to multiple warehouses under a single business entity and accommodate various user roles. Key Features: 1) Product Management: The app should allow the addition of new products and product groups. 2) Warehouse Management: It should enable the addition of new warehouses and their respective locations. 3) Product Tracking: The app needs to track incoming and outgoing products, with entries including the date and name of the transporter. 4) Business Reporting: It should generate comprehensive business reports about product stock and daily stock transactions. User Roles: The application will be accessed by an Administrator, Warehouse Manager, Transporter, and Business Owner. Access Levels: User access will...
I need an Android developer who can integrate a feature in my app that allows users to return to the home screen by clicking on the logo. This project does not require any animations triggered by the logo click, nor does it necessitate any additional features on the home screen such as a search bar or quick access buttons. Ideal Skills: - Proficient in Android application development - Experience with UI/UX design principles - Strong understanding of Java/Kotlin - Familiarity with Android Studio - Good problem-solving skills Please only bid if you have relevant experience and can deliver quality work timely.
...listing management with a host of powerful features. ### About SellSetGo: SellSetGo is a next-generation SaaS platform for eBay sellers, offering: - **Lightning-fast Performance**: Ultra-responsive interface with page loads in milliseconds. - **Bulk Editing Capabilities**: Edit thousands of listings simultaneously. - **Advanced Listing Features**: Create multi-variation listings with CSV, manage price/quantity updates, and specify ktypes for vehicle compatibility. - **Custom Design Options**: Save and apply dynamic eBay listing templates and global text modifications. - **Shopify Integration**: Seamlessly push eBay data to Shopify. - **Comprehensive Reporting**: Export data not readily available on eBay. - **Item Specifics Optimizer**: A unique tool f...
Project Overview: I’m building an affiliate marketing platform, where users can register, receive tracking links for affiliate offers, track their clicks and conversions, and request payouts when they meet certain goals (such as deposits). The website should have an engaging, dynamic UI, and integrate affiliate tracking (postback URLs), goal tracking, and payment systems for withdrawals. Key Features of the Website: User Registration and Login: Secure authentication (email/password), user dashboard to track clicks, conversions, and earnings. Offer Management: Admin interface to add and manage affiliate offers. Tracking Links: Unique tracking links for users to share and track their referrals. Goal Tracking: Track user actions (e.g., registrations, depo...
VoIP System Development Task Document Project Overview Build a multi-tenant VoIP system that allows users to add and manage their own SIP trunks, configure custom Caller IDs and prefixes, and track minute usage. The system must provide billing for users and reconcile minutes with providers. This will be a scalable, secure, and feature-rich platform capable of handling thousands of users and trunks. --- Project Goals 1. User Management: Support 1,000+ users, each managing up to 50 trunks. 2. Custom Configurations: Enable users to set custom prefixes and Caller IDs for each trunk. 3. Billing System: Track and bill users for minutes used and reconcile minutes with the provider. 4. Monitoring: Provide real-time metrics ...
...from Amazon product detail pages (PDP). The script must support multiple Amazon domains, including .com, .in, ., .ae, and .ca. Input: A URL of the Amazon PDP. Output: A JSON object containing the required product details (a sample JSON format will be shared in chat). Features: Captcha Handling: The script must handle captcha challenges effectively to ensure uninterrupted scraping. Proxy Management: Implement a reliable proxy rotation mechanism to avoid being blocked by Amazon. Domain Support: The script must work seamlessly for different Amazon domains like .com, .in, ., .ae, .ca. Clean and Efficient Code: The script must be optimized for performance and maintainability. Code Documentation: Include detailed comments throughout the script to ex...
I'm seeking a skilled programmer with expertise in to help automate various aspects of my workflows. The primary focus will be on: - Designing and assembling tailored scenarios based on my conceptual inputs - Implementing Marketing Automation processes - Streamlining Customer Relationship Management tasks - Enhancing Inventory Management efficiency The ideal candidate will have a strong background in both programming and automation, with a proven track record of creating and implementing successful scenarios on Make.com. Experience with marketing automation, CRM tools, and inventory systems is a must.
Looking for a full stake of developer to complete the project before 1 Jan 2025 . 1. The landing page ( 6landing pages will be given once you are awarded) should have a corporate and professional aesthetic. Includes: • Registration form: Allows users to sign up for the event. • Event details section: Provides comprehensive information about the event. • The client will provide samples for design inspiration. 2. WhatsApp and Email Bursting System • After a user signs up: • They should automatically receive reminders for the event via WhatsApp and email. • Automation tools like Power Automate or other free solutions should be used (NO paid 3rd party integrations allowed). 3. Backend Dashboard for Admin • The admin should: • Able to u...
I need an experienced Android developer to upgrade my Java-based Android fantasy app from SDK 33 to 34. The app uses Firebase for notifications and integrates with a CodeIgniter backend. Key tasks: - Upgrade the app to SDK 34 using Android Studio - Diagnose and fix Firebase notification issues to ensure compatibility with the updated SDK - Maintain seamless integration with the CodeIgniter backend The ideal candidate would be proficient in: - Java and Android development - Firebase integration - CodeIgniter backend connectivity Please note that while I have not specified current issues with Firebase notifications, the successful candidate may need to investigate and resolve potential issues. The upgrade process will be conducted using An...
Develop an AI-Based Virtual Companion App Project Overview: I am seeking a talented team to develop a mobile app that provides users with a personalized AI companion for emotional support and interactive conversations. The app will allow users to create and interact with an AI-based virtual partner that adapts to their preferences and needs. This app is designed to address loneliness and provide an engaging experience for users through deep conversations, role-playing scenarios, and gamified activities. Key Features to Include: 1. AI Virtual Companion AI-driven conversational partner that adapts to the user’s mood, preferences, and personality. Customizable appearance, voice, and personality traits. Memory-based interaction: AI remembers user inputs, preference...
I'm seeking a dedicated intern to assist with various project management tasks, with a specific emphasis on risk management. This is an excellent opportunity for someone looking to gain hands-on experience in a professional setting. Key Responsibilities: - Assisting with project management tasks - Focusing on risk management aspects - Developing skills in identifying potential risks Ideal Candidate: - Interested in project management - Eager to learn and gain experience in risk management - Able to assist with various work assignments and tasks This position is structured to enable the intern to gain the necessary knowledge, skills, and abilities needed to perform...
I'm looking for a highly experienced Android developer with over 5 years of Java experience. The project involves modifying an existing Android application to pass the user ID, allow photo viewing on other profiles, and hiding specific icons. Ideal Skills: - Expert in Android and Java - Excellent problem-solving skills - Experience with modifying existing applications - Ability to understand and follow specific requirements - Attention to detail Key Tasks: - Implement functionality to pass user ID to view photos on other profiles - Modify the app to hide specific icons - Ensure the modification is seamless and does not affect other app functionalities Please note, this is a straightforward task for a seasoned developer. We appreciate your ...
...suggest optimal routes using AI. Target Platform: Android-based embedded systems and smartphones. 2. Components of the System Data Collection Source: Sensors (embedded in vehicles or roads), GPS data, crowd-sourced user reports, public transport APIs. Tools: IoT devices, APIs like Google Maps or OpenStreetMap, and Android-based vehicle systems. Data Storage Cloud Storage: For scalability and real-time access. Local Cache: For offline capabilities. Tools: Firebase, AWS, or SQLite for local data. Data Processing Preprocessing: Cleaning, normalizing, and aggregating raw traffic data. Tech Stack: Python or Java-based preprocessing frameworks. AI Model Input: Real-time traffic...