Cinema ticketing system architecture modeldela

...to my ongoing deep learning project. Here's a breakdown of the assistance I require: - **Model Training**: I need help with training the model. This would involve working with the PyTorch framework and implementing the necessary optimization techniques. - **Data Preprocessing**: The dataset for my project is of medium size (1,000 - 10,000 samples) and it requires thorough preprocessing. I'm looking for someone who has experience dealing with datasets of this scale and can help me with data cleaning, normalization, and other preprocessing tasks. - **Model Evaluation**: Once the model is trained, I would like assistance with evaluating its performance. This would involve running tests on the model, analyzing the results, and potentially su...

Your assignment in this project will be to design and train a neural network to perform the r...images. We will supply you with a codebase that handles data loading. Each data sample you receive from our dataloaders will be a batch of MR images in frequency domain ˜x. You will implement a model which takes these image batches, subsamples them according to a random binary maskM(with code we give you) to receive the subsampled version M(˜x) = ˜xsubsampled, converts the data to xsubsampled (in image domain) and performs reconstruction using a model mθ to receive mθ(xsubsampled) = xreconst. The fully-acquired target image x is also provided by the dataloaders. A naive, vanilla reconstruction model would be provided as reference. Your goal is t...

I'm seeking an expert in Windows Server licensing to clarify some key points. - I have a single Windows Server, specifica...Windows Server, specifically Windows Server 2019 or 2022. - 5000 user accounts will need to access this server concurrently and they will use web application on Blazor Server. - I need advice on the appropriate licensing model to accommodate this level of usage. Ideal candidates for this project are professionals with: - Profound knowledge of Windows Server licensing, preferably Windows Server 2019 or 2022 - Experience with large-scale user access scenarios and concurrent usage. - Ability to explain complex licensing models in simple, user-friendly terms. What is cheapest model for me to utilize. People will connect to app using Chrome browser ...

...design a Figma POS system exclusively for a night club. The POS system will need to include the following key features: - Table reservations management: The system should allow us to efficiently manage table reservations, both in advance and on the night. - Menu customization: It should accommodate easy customization of our menu, reflecting our diverse range of drinks and food. - Song Queue: The system should have an integrated song queue, allowing patrons to request their favorite tracks. Payment methods to be integrated: - Cash payments: As a night club, we deal primarily in cash, so integrating this payment method is crucial. The design and user experience of the system is of utmost importance

...need you to provide feedback on my code and suggest improvements for better performance. - Tackling Problems: When I encounter issues, you're expected to help me solve them. - Data Preprocessing: Assist in optimizing data for model training. - Training and Evaluation: Aid me in efficiently training and evaluating my models. - Debugging and Error Handling: Help me in identifying and resolving code issues. Communication: - For code reviews and questions, we'll communicate through an instant messaging app. Ideal Freelancer: - Proficiency in PyTorch and deep learning model building. - Strong understanding of data preprocessing techniques and training methodologies. - Experienced in debugging code and handling errors. - Excellent communication skills for conveying ...

Project: Bring Member, Make Money System What do we do? : We are the Official Partner of TikTok LIVE Turkey. We provide free support to the streamers working with us. This system will allow people who bring us publishers with their own referral links to earn commission on the earnings of the publishers. It is not a titan chain style system to be earned from what they bring. IMPORTANT NOTES This system is a completely legal system where members actually work for us and earn from us through the publishers they bring to us. You can think of it as a basic Affiliate system. It can be used through a script with a membership system, ready, useful and nice design. People who will work as a partner of our agency will be able to enter from a u...

...intermediate level of deep learning and Nvidia. This project aims to enhance model performance using federated learning with imagery data. Key Tasks: - Implement deep learning models specifically with Nvidia hardware - Apply federated learning techniques to enhance model performance - Handle and process imagery data effectively. Ideal Skills: - Proficient in deep learning concepts with practical experience using Nvidia - Experience in enhancing model performance using federated learning - Ability to handle and process imagery datasets - Strong problem-solving skills and the ability to work independently This project is ideal for someone with a good grasp of deep learning and Nvidia technologies, a passion for improving model performance through federated l...

...Additionally, in "" to "", you will find real pictures of the plates for your reference. Each SVG should be a top view (2D) for ease in combining them with other SVGs. We are looking for the contour of a plate piece, black on white, but colouring as in previous done work is highly appreciated. The contour of a piece must be in SVG format, and the path should clearly show the model of the plate piece. Please deliver each plate as an individual SVG file. Attached files: : Contains "" with the 2 plates that need to be converted to SVG to : Real pictures of the plates for reference : Contains pictures of previous work for guidance Prize: $10 for the winner of this competition $40 follow-up project for the winner to create

I'm in need of a high-quality rendered design for my upcoming project. The primary goal is to get a clear visualization of the final product, specifically focusing on the exterior architecture and interior design. Key Points: - The design should be photorealistic, capturing the minute details and nuances of the architectural elements - Proficiency in exterior architecture rendering is a must. The ability to highlight the structure's features in a visually appealing way is crucial - The rendered design should give a sense of the scale and layout of the project, helping me to better understand its final appearance. - include a brief interpretation of the interior.

I am on the hunt for a proficient software developer to create a software Arena model that will perform queue simulations. KEY REQUIREMENTS: * Expertise in software development, particularly for desktop platforms. * Past experience in developing simulation-based software is desirable. * Understanding of queue theory and the ability to successfully code a visual depiction of the simulation. FEATURES OF THE SOFTWARE: * The main feature required is a queue simulation functionality that accurately depicts the wait times, processing times, and arrival intervals. In conclusion, this project requires a unique mix of software development skills, with a specific focus on simulation software. If you meet these criteria and feel capable of delivering the required software, do submit a ...

...Requirements: - My dataset consists of around 200 images for classification. - The primary source of the images is yet to be determined. - You should be able to understand the task of image classification and implement a solution using ML/DL techniques. Ideal Skills and Experience: - Proven experience in image classification projects using ML/DL. - Ability to work with a smaller dataset and optimize model performance. - Proficiency in popular ML/DL libraries and frameworks like TensorFlow, Keras, scikit-learn, etc. - Strong understanding of neural networks and their applications in image classification. - Excellent communication skills and ability to explain complex technical concepts in a clear and concise manner. Able to use cloud ML platforms such as Azure ML If you th...

I am looking for a software developer that can create a comprehensive tracking system for my large-scale business. The system should automate inventory management, and customer support processes. Key Features: - Inventory Management: As my inventory size is large (over 500 products), the system should be able to efficiently track and manage stock levels, reorder points, and provide alerts for low stock. - Customer Support and Communication: The system should include a CRM module that will help me automate my customer support processes. This includes tracking interactions with customers and managing communication effectively. Ideal Skills: - Software Development: Proficient in developing customized software applications that are scalable and can handle a lar...

I'm in need of a skilled 3D modeler to create a detailed 3D model of my flat for interior design visualization purposes. I will provide you with the floor plan for the property. Your task will involve: - Creating a 3D model of the entire flat, including all rooms and spaces using my suggestions - Incorporating furniture and fixtures into the model - Applying appropriate textures and materials to surfaces - Setting up lighting and shadows for a realistic visualization The level of detail required for this project is high, which means you'll need to include small decorative items in your design. Ideal skills and experience for this job include: - Proficiency in 3D modeling software - Experience in creating detailed interior design visualizations - Ability ...

I'm seeking a skilled data scientist who can provide me with quality dental images for training a model. The focus of the model will be cavity detection from intraoral images. Key Requirements: - Providing a diverse set of intraoral or dental images for training purposes - Ensuring the images have clear and discernible cavities to ensure accurate model training - Annotating the images to highlight the cavities for further analysis The ideal freelancer for this project would have: - Previous experience working with medical image data, especially dental or intraoral images - Strong knowledge and understanding of image segmentation techniques, particularly in the context of cavity detection - Proficiency in creating annotated images for training purposes - The abi...

We are in need of a freelance California certified solar designer to review and certify our solar system design. The project is a 280 kW Rooftop PV System for an estate in Southern California. Our Helioscope model, single line diagrams, layout and cabling schematics are all ready for review. Your expertise will be crucial in ensuring the accuracy and compliance of our design. The ideal candidate will have extensive knowledge and experience in solar system design, as well as the ability to conduct thorough peer reviews. Attention to detail and adherence to local regulations are paramount.

I need an expert in Power Apps (Model Driven) to help me customize the user interface in the form. Work will be training in a Teams remote session working on a real project. You will need to have excellent skills not work on your own and Google the solution as will be doing live with the customer. We have 1 small project to start then a larger project to help us with if we can build a relationship and display good skills. Key Responsibilities: - Customize form elements to meet my specific requirements - Training on Teams fixing real problems Ideal Skills and Experience: - Proficiency in Power Apps Model Driven (Not Canvas Apps) - Extensive experience in UI customization - Experience working with Dynamics 365 and Power Platform - Strong understanding of data management in Po...

...looking to create a booking/reservation website for my restaurant. I want clients to be able to book tables online only, so the site will need to have a robust online reservation system. Key Features: - Online Reservation: The main functionality of the website should be allowing customers to book a table online. - User-Friendly Interface: The website should be intuitive and easy to navigate, ensuring a smooth reservation process for customers. - Responsive Design: The website should be mobile-friendly to cater to users on all devices. - Secure Payment: Although the reservations are free, I would like the reservation system to be secure and reliable. Skills and Experience Required: - Proficiency in web development and design, particularly in creating booking/reservation ...

Our business requires a proficient freelancer for data entry tasks in our CRM system. TASKS: - You will be tasked with the responsibility of introducing a series of property data. We will provide the online database source where the necessary data can be found. PROPERTY DETAILS: - The data to be entered contains information about different types of real estate properties. These include Residential Properties, Commercial Properties, and Land Properties. SKILLS AND REQUIREMENTS: - Experience in Data Entry. - Knowledge of Real estate property details will be an advantage. - Familiarity with CRM systems is essential to accurately managing our property database.

...experience in creating APIs for Autodesk Revit in C#. This project involves integrating a queue system into the API that works with all versions of Revit. Key Requirements: - Expertise in C# and Autodesk Revit API: You should have a deep understanding of C# programming language and experience working with the Autodesk Revit software. - Queuing System Development: The main task in this project is to design a queue system that allows users to create, manage tickets and get notifications and alerts. Your task will be to: - Develop an API that works with all versions of Autodesk Revit - Implement functions for creating, modifying and deleting elements in Revit - Design and integrate a user-friendly queue system that allows for ticket creation and management -...

I'm in need of a professional who can help me with our company travel arrangements. I need assistance with the creation and organization of various travel documents such as visa application, passport renewal, travel insurance, VFS appointment, ticketing and other travel-related documents. Your responsibilities will include, but are not limited to: - Assisting with visa applications - Handling passport renewal process - Organizing travel insurance - Coordinating VFS appointments - Managing ticketing - Arranging other travel-related documents The ideal candidate for this project should have experience in travel document creation and organization. It's important that you're efficient, detail-oriented and capable of meeting deadlines. Your knowledge of travel-re...

Task 1: Comprehensive Five-Year Projection Model and DCF Analysis for Marico Objective: Construct a five-year financial projection model and perform a Discounted Cash Flow (DCF) analysis for Marico, leveraging historical data from their Investor Relations (IR) presentation and Annual Report. This will include a thorough examination of revenue and cost factors along with balance sheet and cash flow analysis. Task 2: Potential Acquisition or Investment in the 'Foods' Category by Dabur Objective: Draft two to three slides outlining the opportunity and rationale for Dabur's potential acquisition or investment in the 'Foods' category. Suggestive Approach for Task 1 1. Data Collection: - Gather historical financial data from Marico's IR present...

I am in the process of branding my cinema business. I require a logo that is modern, simplistic, yet captivating to represent my company: - I envision a minimalist design, which doesn't detract from the impression of a high-end cinema experience. - The ideal designer for this task should possess a strong background in creating logos within the entertainment sector, particularly cinemas. - Experience in minimalist design is essential. - You should also have a portfolio showcasing your past work in a related field. By combining your creativity with my vision, we can create a logo that resonates with our audience and builds a robust brand image. Your input and recommendations are welcomed.

Hi, As discussed I am ready to do this task and do one sample model and provide render image for the same. Please accept my quote Thanks Avtar

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

Title: Bid Manager Wanted for Archigh Designs & Construction Description: Archigh Designs & Construction, a leading firm in architecture and interior design, is on the lookout for a talented Bid Manager to spearhead our project acquisition efforts across freelancing platforms. As a Bid Manager, you'll be responsible for identifying and bidding on relevant projects, crafting persuasive proposals tailored to each client's needs, and securing new business opportunities for our team. If you're a proactive freelancer with a proven track record in winning bids and a passion for the architecture and interior design industry, we want to hear from you! Requirements: We're seeking candidates with demonstrated experience in bidding and winning projects on...

I'm looking for a highly skilled professional to develop a mobile application for managing a small inventory of less than 100 products. Key functions: - Inventory tracking: The application needs to monitor and update inventory levels dynamically as sales and restocks occur. - Comprehensive reporting: I require detailed inventory level reports to ensure steady product availability. Ideal Skills and Experience: - Proficiency in mobile app development: You should have a robust portfolio of mobile applications, particularly those with inventory management features. - Understanding of inventory systems: Experience with inventory control mechanisms and generating inventory level reports is critical for this project.

We need to development a Pament Management System for parking car's based on Django as backend and React on the frontend

I would like a 3D model and a rendering of a single bedroom and its attached bathroom, based on a 2D design I have. The output should be in a modern style and detailed enough to give a good impression of the space without being overly complex. The key requirements include: - Turning a 2D design into a 3D model and rendering - Modern interior style - Medium level of detail to balance realism and complexity Ideal skills and experience for this project include: - Proficiency in 3D modelling and rendering software - Experience in interior design, particularly modern style - Ability to translate 2D designs into realistic 3D models and renderings - Understanding how to balance detail and complexity in 3D models to meet the medium level of detail requirement.

Design STEP files based on the pdf sent.

...Visualization: The primary purpose of the model is to visualize the building architecture. - Level of Detail: I'm looking for a moderate level of detail with textures and colors. I'm not aiming for photorealism, but the model should provide a realistic and aesthetically pleasing representation. Key Skills and Experience: - Proficiency in 3D modeling software like Blender, SketchUp, or Autodesk Revit. - Experience in architectural visualization and understanding of building structures. - Ability to create detailed textures and colors to enhance the model. - Prior experience in adding basic surroundings to a model for context. If you have a strong portfolio in creating architectural models and are confident in delivering a visually appealing ...

Seeking an expert in craftmanship to create a medium scale (approx. 12 inches) "Bowser Fury" model toy from the Mario Games. The ideal candidate will have: - Prior experience in toy modelling and design, specifically of characters from video games - Proficiency in working with plastic materials - A keen eye for intricate details to replicate the original character in a highly accurate manner - Knowledge in modelling a toy that is not only aesthetically pleasing but also safe and durable - Preference given to those who can share samples of previous similar work Please bid with your proposed timeline for the project. Looking forward to seeing your creative interpretations of Bowser Fury!

I am at the initial stages of a project that aims at creating a Deep Neural Network based Low power VLSI (Very Large-Scale Integration) architecture that is designed to classify Atrial Fibrillation for wearable devices. This ambitious project requires specialised expertise and precise execution. Key Tasks: - The design of a Low-Power, DNN-Based VLSI architecture, which is yet to be initiated. - Create a Full Custom VLSI that is suited for classifying Atrial Fibrillation. Ideal Skills and Experience: -Verilog. -FPGA. - Relevant experience and extensive knowledge of designing Full Custom VLSI architectures. - Proven expertise in VLSI architectures and their relation to wearable device technology. - Firm understanding of Atrial Fibrillation classification. - Familiarity wi...

I'm looking for a skilled and experienced salesperson and project manager, located in Istanbul or Dubai, to handle the following responsibilities: - Generating leads and closing ...services. - Meeting specific targets: You will have to help us increase sales by a certain percentage and expand our client base in a particular region. These targets will be a crucial part of your responsibilities, and your performance will be measured against them. Ideal candidates should have: - Proven experience in sales, ideally in the field of aluminium manufacturing and production or architecture - Strong project management skills - Excellent communication and negotiation abilities - A clear understanding of the sales process and client management - The ability to work well under pressure an...

Our business requires a proficient freelancer for data entry tasks in our CRM system. TASKS: - You will be tasked with the responsibility of introducing a series of property data. We will provide the online database source where the necessary data can be found. PROPERTY DETAILS: - The data to be entered contains information about different types of real estate properties. These include Residential Properties, Commercial Properties, and Land Properties. SKILLS AND REQUIREMENTS: - Experience in Data Entry. - Knowledge of Real estate property details will be an advantage. - Familiarity with CRM systems is essential to accurately managing our property database.

I am in need of an experienced architectural drawing designer well-versed in the nuances of Traditional Arabic Architecture. The project includes: - Designing detailed floor plans - Crafting elevations - Creating precise sections - Developing an appealing internal design Additionally, the scope extends to drafting these designs into a coherent blueprint and the execution of 3D visualizations to bring the project to life. I am looking for someone with a strong grasp of traditional architectural styles, who can infuse these characteristics seamlessly into the design. A background in Arabic Architecture is highly desired for this role. Your expertise will ensure accuracy and authenticity, carrying cultural depth and resonance in every corner of the design.

We are in need of a Proxmox specialist to establish a robust technological base for our Windows OS hosting and outsourcing services. Key Tasks: - Create a logical clustering architecture within the Proxmox environment. - Develop a comprehensive disaster recovery plan. - write the rights scripts Skills and Experience Required: - Profound Proxmox Hetzner skills. - Strong knowledge of Windows OS, with a focus on hosting and outsourcing services. - Expertise in Proxmox network and Hetzner Cloud (hcloud) integration. This is an integral part of my business operations and thus, the specialist will need to be thoroughly versed in crafting and managing Proxmox networks, particularly within Hetzner environment. Understanding of Hetzner Cloud (hcloud) integration will be a key factor to ...

...l-lawyers We are seeking a highly skilled developer to build a new, modular, and API-driven Case Management System (CMS) from scratch. The new system should adhere to modern software architecture principles, particularly the Model-View-Controller (MVC) pattern, to ensure maintainability, scalability, and efficiency. While our previous system was developed using Drupal, we are open to using a new tech stack that aligns with the latest industry standards. Responsibilities: 1.System Design: Architect a modular CMS following MVC principles to ensure a clear separation of concerns. Development: Design and implement RESTful APIs to facilitate communication between various system modules, adhering to industry best practices. : Build the CMS ...

I need an in-depth analysis of Woonsocket's justice system and the Department of Children, Youth, and Families (DCYF). Specifically, it should cover: - Law enforcement practices - Court procedures - Child protective services - The observance or violation of the Supreme Court Rules of Criminal procedure - Any cases that reveal policing based on personal bias, perception, and beliefs rather than law - Instances where the power and trust Rhode Island placed in these systems have been abused without consequence. Freelancers indicating interest should demonstrate: - An understanding of the depth and breadth this project demands - Ability to proficiently navigate the legal and justice system landscapes The ideal freelancer would have a background in legal studies, journali...

I am looking for a freelancer to develop an AI chatbot model (NLP) that will be deployed on my website. Chatbot Features: ----------------- 1. AI model would be pre-trained on our existing chat dialog flow (questions & answers) and company documents 2. Customers should be able to enter their data through chat dialog flow (Already existing) and train this AI model 3. Model should have document input link which will be used in future to train the model 4. The model used should be able to call API's (Intent/actions functionality) in future (Not in scope of this project) You must have delivered similar LIVE project to be chosen.

I am in need of a 3D modeler who can create a basic product model for me. This model is intended for 3D printing, so it doesn't require intricate detail and high texture or lighting. Ideal Skills and Experience: - Proficiency in 3D modeling software - Experience in product modeling - Understanding of 3D printing requirements - Ability to create clean, accurate models - Knowledge of file formats, specifically STL The final deliverable should be in STL format to be directly usable for 3D printing purposes. I'm seeking a freelancer who can deliver a quality model efficiently. The dimensions for the blue part are the diameter of the circle is 80mm. Note this is the start of a project, a good quality designer will be used for the remaining 8 parts of the proje...

I'm seeking a skilled 3D artist to create a photorealistic render of steel doors. - The job requires rendering the model in exact detail, capturing the robustness and aesthetics of steel doors. - Relevant experience in photorealistic 3D rendering is necessary. A portfolio reflecting such work will be greatly appreciated. - The final output will be used for marketing, so accuracy and attention to detail are paramount. - Having prior experience in architectural or related product rendering could be advantageous. - Working knowledge of industry-standard 3D graphics software like Blender, 3ds Max, or similar would be ideal. It's an exciting opportunity for those who enjoy transforming an idea into a tangible reality. Looking forward to seeing your magic in action!

I need a 3D scale model of our coffee kiosk urgently. Key Project Details: - We want the Kiosk to look like an LA county lifeguard tower - The ramp going up from the left side not the front. with 2 stairs coming down from the right side - the tower will be monted on top of an 8.5 x 12ft flatbed trailer and will be centered in the middle leaving 3ft of decking space either side. The building itself will be 8 x 12ft. - There will be an additional 3ft wide deck at the front of the buiding (off the side of the trailer) with a fence going around the whole building like in the picture

I'm in search of grant assistance for an important community project that involves the construction of new housing and rec ...Responsibilities: - Assisting in the development of grant proposals for this project. - Collaborating in the planning and construction process of new housing projects. - Aiding in the design and implementation of newly constructed rec centers. Ideal Skills: - Experience in community development and grant proposal writing is crucial. - Knowledge and proficiency in housing construction and architecture are extremely beneficial. - Skills in project management, specifically for housing and recreational facilities development. Let's improve our community together! Your valuable expertise can help us provide homes and better recreational ...

I'm currently seeking a skilled 3D artist to assist with a 3D modeling project. I have a model of a baseball hat that currently lacks a sandwich trim on the front of the visor. I need someone to modify the existing model to include the sandwich trim, matching the design of the real hat. The final model should be ready for rendering using Corona. Please check the attached images for references.

Currently using .Net Framework 4.5 and looking to upgrade project. The main goal for this upgrade is to ensure compatibility with modern systems. ...end that is not included. The current version is .Net Framework 4.5 with the following target techical Stack • ASP.NET Core 8.0 (with .NET 8.0) • ASP.NET WebApi Core • ASP.NET Identity Core • Entity Framework Core • FluentValidation • Swagger UI • GIT Key requirements: - Expertise in C# - Strong understanding of .Net architecture - Previous experience in upgrading .Net projects to ensure compatibility with modern systems. Skills: - .Net Framework - C# - Software Architecture - .Net Upgrade Experience This is an initial project with additional larger projects potentially in the future based o...

Project Overview: I have an existing UI/UX design for a Point of Sale (POS) system that needs to be adjusted and extended to match the specifications outlined in my requirements sheet. This project involves updating the current design to enhance usability, functionality, and aesthetics based on detailed requirements. Key Responsibilities: Review the existing UI/UX design of the POS system. Analyze the requirements sheet to understand the specified enhancements and extensions. Update and extend the current design to align with the specified UI/UX requirements. Ensure the new design improves user experience, accessibility, and functionality. Collaborate with me to iterate on design changes and incorporate feedback. Deliver high-quality design assets and documentation. Requir...

I'm looking for a skilled NodeJS NestJS TypeScript developer with a solid understanding of event-driven architecture. The project involves developing a web application with certain key functionalities. Key Functionalities: - User Authentication and Authorization: The application should have a secure and robust user management system with authentication and authorization features. - CRUD Operations: The developer needs to implement Create, Read, Update, and Delete operations for the application's data. Requirements: - Profound knowledge in Event-Driven Architecture: Understanding of event-driven architecture is essential for the successful implementation of this project. - REST API Development: Extensive experience in developing REST APIs is necessar...

I'm seeking an experienced photo model for a high-fashion jewelry photoshoot in New York. The focus will be on necklaces, earrings, and rings. Requirements: - Prior experience in modeling, specifically for photo shoots - Ability to strike compelling poses with jewelry - Able to bring a clean, sophisticated look to the images Ideal Skills: - Experience with fashion photography - Understanding of how to work with and highlight jewelry in photos - Good styling sense In summary, the right candidate will bring a balance between professionalism and style to help showcase our jewelry in the best light possible.

...seeking an AI/ML expert to develop an innovative model that evaluates and optimizes keyword relevance and effectiveness for Google Ads campaigns. The model will integrate data from multiple sources to provide actionable insights and generate optimized keywords for immediate use in campaigns. Objective: The primary goal is to create an AI model that: 1. Integrates seamlessly with Google Ads API, Google Search Console, and client-provided data. 2. Evaluates keywords based on data from: - Google Keyword Planner via Google Ads API. - Crawled content from specified landing pages. - Activity data of the landing pages from Google Search Console. - Historical data of keywords from linked Google Ads accounts. The model must function...