Machine learning expert system jobs

I'm looking for an adept artist who can create an hyper-realistic, detail-oriented oil and dry pigment painting of a human eye reproduction. The painting should exhibit masterful color matching, and a keen sense for fine details. The painting should fall under the medium size category (1:1 ratio- exact replication) Ideal skills and experience: • Mastery in oil and dry pigment mediums • Strong experience in realistic portraiture • Exceptional eye for colour matching and fine details • Experience in creating medium-sized artwork The goal is to capture the vividness and exactness of a human eye. If you possess these skills, I'd love the chance to work with you.

I'm seeking a skilled professional versed in YouTube paid and SEO optimization, $2,000.00 commission for each new licensed affiliate we sign up to $50,000.00 See homepage for affiliate details ( $0 costs to start and $2,000,00 commissions Paid within 3 days of new licensed affiliate we sign up from your linked post). See 3 min trailer and 1 hr documentary all free at ONLY documentary in the world all Jesus Christ teaching Parables YouTube ads. 100% REMOTE COMMISSION PART OR FULLTIME We only have done 3 tests on Ytube years past but are not experts Key details: - Target Audience: Primarily male,18 to 44 however, appealing to all genders is beneficial - Main Goal: Driving substantial website traffic via these ads to see documentary The ideal candidate should also have a prov...

I am in need of a seasoned software engineer with specialization in Artificial Intelligence, Machine Learning, MS Copilot, Cloud Computing (Azure), MS Power Platform, SQL Server, iOS, Android, and comprehensive Microsoft technologies. Preference will be given to candidates in the USA time zone. Key Details: - Main Objective: The main goal of this project is to develop a new software application. - Platforms: The application will be developed for Web, iOS and Android. Ideal Skills & Experience: - Proficient in Artificial Intelligence and Machine Learning with a proven track record in similar projects. - Expertise in MS Copilot, Cloud Computing (Azure), MS Power Platform, SQL Server, iOS, Android, and Microsoft technologies. - Prior experience in developing...

Hello everyone, I'm currently working on automating an antidetect browser with Python and Chromedriver. This browser supports Python for automation tasks like clicking, and I've been managing it with a script run through VS Code. Instead of manually writing code to identify button positions—which can be quite labor-intensive—I'm curious if an AI-driven tool like Open Interpreter could simplify the process. Specifically, I want to find out if Open Interpreter can generate and execute Python code from natural language commands. For example, I'd say "click a button under certain conditions," and Open Interpreter would create the necessary Python code to perform this action. Is anyone here familiar with Open Interpreter and its capabilities to handl...

I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning pro...

My project rests on the need for a skilled retoucher who can skillfully manipulate hairstyles in photoshop. My aim is: - Retouch photos, focusing particularly on cloning hairstyles, my own eyes, neck and shoulder bone. - I provide the reference images for these hairstyles. - You will extract the hair from one of my model images and precisely replicate it onto another image of myself. When we refer to 'cloning,' we mean duplicating it exactly as it appears, without any form of drawing or alteration. The perfect candidate for the task is an experienced and skilled Photoshop user. Additionally, for this project, having a keen eye for detailing and understanding hairstyles is imperative. Familiarity with hair texture, flow, and how different lighting conditions affect hair color an...

I'm in need of a soundproof box that can be placed over a small chocolate machine. This box should not just mute the noise produced by the machine but also allow a free flow of air to prevent overheating. The box should also have a minimal volume, meaning it shouldn't take up too much space. Key Requirements: - Internal storage dimensions of the box should be approximately 14x14x22. - The material of the soundproof box is not pre-determined. Your recommendation for the most appropriate and effective material is welcomed. - The soundproof box should be designed to allow a free flow of air in order to prevent overheating of the small chocolate machine or so that active cool air can be introduced. - The top should open or slide off so that ingredients can be ad...

Please apply only if you can start immediately. I'm seeking a highly skilled blockchain developer to create first-rate smart contracts for an upcoming project. Though the specifics of the transactions that these smart contracts will be used for hasn't been decided yet, you'll be required to produce high-quality, robust, and efficient code. Key responsibilities will include: • Identifying and defining the requirements for the smart contracts • Creating and implementing the smart contracts Ideal candidates will have: • Proven experience in blockchain development • Extensive knowledge of smart contracts development • Ability to work independently and take initiative • Excellent problem-solving skills Please detail your experience with creating ...

I'm looking for an SEO specialist to help boost the visibility of my webpage in Google search results. While I'm not sure about the current ranking, I have specific goals in mind: - **Improve Brand Visibility**: I want to create a strong online presence for my business and its offerings. - **Rank for Specific Keywords**: I have certain keywords in mind that I want to be associated with my business and appear high in search results. The ideal candidate will have a proven track record in SEO, particularly in boosting rankings on Google. Experience in improving brand visibility and ranking for specific keywords is also essential. You should be able to provide clear strategies and deliver measurable results.

50 Usd / Update form Exportation New Customer and dialog update due date 125 Usd / printer for development propose 300 USD / integeration Woosim Printer SDK Into Electric Bill System

I'm seeking a seasoned developer to create an AI system that can produce optimised schedules for my business. The primary objective of this system is to enhance operational efficiency. Key Features: - Machine Learning: The system should be based on machine learning principles. - job swap Handling: A crucial feature is the system's ability to manage and accommodate job swaps. Staff should be able to drop jobs on a schedule while maintaining the overall operational efficiency. - Optimization: An essential goal of the system is to optimize schedules, ensuring that they are efficient and well-organized for the business's needs. Ideal candidates for this project should have a strong background in AI and machine ...

...a Figma design expert to create a design system prototype that will streamline our design process. The main aim of this project is to: - Enhance Design Efficiency: The design system should enable our designers to work more efficiently, by providing a set of reusable components and guidelines that they can easily implement. - Improve Consistency: The prototype needs to include guidelines on color usage and typography, ensuring a consistent look and feel across all our design projects. - Enhance Collaboration: While the primary users will be designers, it's also important that the system is accessible and understandable for other team members, allowing for smooth collaboration. Ideal skills and experience for this job include: - Proficiency in Figma: Yo...

I’m in need of a skilled Laravel developer to bring some specific enhancements to my existing law firm system, which already includes advanced features. The tasks will primarily involve the addition of case management, document management, and time tracking functionalities. Although the request for adding a client portal, task management, and billing and invoicing features was skipped, these may be considered for future developments. Ideal Skills and Experience: - Laravel development expertise - Previous experience with legal/ law firm applications - Case and document management systems - Time tracking systems This project offers an opportunity to apply and grow your Laravel development skills while creating meaningful impact on a law firm’s daily operations managem...

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Seeking SEO Expert Proficient in Google Search Console, Analytics, and Tag Manager

I'm looking for a proficient IoT expert who can connect a ShellyUNI wireless sensor to a Node-Red flow using Mosquitto MQTT broker. Notably, my Node-Red is already installed and functional on a Raspberry Pi4. Key Tasks: - Configure the ShellyUNI wireless sensor to accurately transmit 0 to 12 DC volts. - Set up a system that enables data transmission every minute from the sensor to the Node-Red. Skillset Required: - Excellent knowledge of IoT - Extensive experience with MQTT, specifically using Mosquitto broker - Familiarity and hands-on experience with Node-Red on Raspberry Pi - Previous work with ShellyUNI wireless sensors The ideal freelancer for this project should have hands-on knowledge of working with ShellyUNI sensors, MQTT brokers, and Node-Red flows. This...

I'm looking for a talented Shopify expert to help me increase my website's conversion rate from its current 0.11% to 2% within 6 months. Your role will involve enhancing the overall customer experience on my site through improvements in three key areas: - Website Design and Usability: As a critical component of the user experience, you'll need to optimize the design and usability of the site to make it more visually appealing, user-friendly, and ultimately, conversion-oriented. - Product Descriptions and Images: Engaging and informative product descriptions, as well as high-quality images, are crucial to converting visitors into customers. You'll be expected to review and improve the existing product descriptions and images to ensure they are compelling and pers...

...photovoltaic (PV) system. Key Project Details: - The primary purpose of the PV system is power generation. - I need the simulation to provide details on basic electrical parameters and arc dynamics. - I need the simulation using different arc models (Cassie, Mayr, Habedank, Kema, Paukert, Modified Paukert, and Heuristic model). - The Pv system should be connected to the grid. - The Pv system should have a dc-dc converter and inverter. The ideal freelancer for this project should have: - Strong expertise in MATLAB - Simulink - Experience with simulating electrical systems - Familiarity with photovoltaic systems would be a plus - **Fault Duration and Conditions**: The simulation should be able to replicate varying dc arc fault durations and conditions to ens...

...Building effective relationships with students and parents. - Designing a Learning Improvement Strategy to enhance students' performance. Key Requirements: - Experienced in tutoring in Math, Science, and English. - Proficient in teaching middle school (6-8) and high school (9-12) students. - Strong communication and relationship-building skills. - Able to develop engaging teaching materials. - Familiarity with online teaching tools and platforms. Skills required: - Strong subject knowledge in math, science, English, etc. - Excellent communication and interpersonal skills - Ability to adapt teaching style - Patience and empathy - Previous tutoring experience Your responsibilities will include creating an engaging learning environment, adapting to students' nee...

I require a video editor with strong skills in creating micro-learning videos and converting Spanish language content to English. Your tasks include: - Condense 3 to 20minute (13 to 15 full lenght videos) video into 5 to 20 micro-learning videos . - Each micro- video must be less than 2 minute long - Add subtitles to each micro video - Convert Spanish spoken-word into English voiceovers To be successful in this role, you must have: - Extensive experience in video editing and short-form content creation - Excellent translation skills, specifically from Spanish to English - Knowledge of micro-learning principles is a plus. 1 days timeline . The following is a sample video () Do edit the sample video and send to me to prove that you understand

I am in dire need of a professional who is proficient in OAuth2 configurations. Specific details about the OAuth2 provider in use are momentarily unavailable, but your expertise should cover popular options like Google, Facebook, and Microsoft. The scope of the project involves OAuth2 configuration, its validation, and could extend to aspects of authentication, authorization, and token management. Your approach should be adaptable as the project may require the use of libraries or frameworks. IDEAL SKILLS AND EXPERIENCE: - Profound understanding of OAuth2 configuration and validation - Knowledge on the use of popular OAuth2 providers - Experience in OAuth2-focused aspects such as authentication, authorization, and token management - Familiarity with potential libraries or frameworks to...

I'm looking for a skilled software developer to create a comprehensive Schools Management System for IOS, Android, and the Web. The system will streamline school administrative processes, improving efficiency and productivity. Key Features: 1. Attendance Tracking: Provide a quick and efficient way to monitor and record student attendance. 2. Gradebook Management: Capable of managing and updating student grades. 3. Parent-Teacher Communication: A communication platform for parents and teachers. 4. Staff, Activities and Approval Management: Tools for managing school staff, activities, and approval processes. 5. Registration System: An efficient system for student registration. UI Design: The user interface should be colorful and interactive, aiming to prov...

Title: Seeking Experienced Instagram Ads Specialist for Coaching and Consulting Business Description: We are in search of a highly experienced Instagram Ads specialist to manage and optimize our ad campaigns for our coaching and consulting business. The ideal candidate should have a minimum of 3 years of experience in running successful Instagram ad campaigns specifically tailored for the coaching and consulting industry. Alternatively, candidates who have managed Instagram ad expenditures totaling at least 1 crore INR within the same industry will also be considered. Requirements: 1. Proven track record of managing successful Instagram ad campaigns for coaching and consulting businesses. 2. Extensive knowledge of Instagram advertising best practices, including audience targeting, ad crea...

...aspects of thesis writing in Data Engineering and Machine Learning. Key areas where assistance is required: - Expertise in research methodology to help shape the foundation of my thesis and guide me effectively to carry out my research. - Skilled in literature reviews for significant studies in the field, ensuring a comprehensive and well-rounded foundation for my work. - Proficiency in data collection and analysis for gaining, organizing, and interpreting vital information, contributing to my comprehensive understanding of the topic. Additionally, I need hands-on support in data engineering, so expertise in this field is highly desired. An understanding of Google clouds will also be beneficial, given the nature of my project. For Machine Learning, an in-...

I'm in need of a comprehensive research paper that delves deeply into the realm of technology. The paper should be an in-depth analysis, ideally with the inclusion of case studies to bolster the points being made. A paper contains: Absract-Introduction-Physical problems (goemetry+equations+boundary conditions)-Methedology (experimental or numerical)-Results and discussion-conclusion-references. They are the differents sections of each research paper. Key Points: - The paper should explore various facets of technology, including its impact on society, different industries, and potential future trends. - It should be well-researched and offer a thoughtful, critical perspective. - The use of statistical analysis software is crucial - so experience with such tools is a major plus. Id...

...Characterisations)" ], "paperAbstract": [ "We provide a correspondence between the subjects of duality and density in classes of finite relational structures. ......" ] } 1 1 (b) s2/s2 : All the 100 queries. Each query has 2 fields: i. qid: The unique id of the query ii. query: The text of the query Some query entries from the file are: { "qid": "1", "query": "deep learning" }, { "qid": "2", "query": "artificial intelligence" }, { "qid": "3", "query": "information retrieval" }, . . . (c) s2/: The relevance values of research papers for each query is given in this file. The columns are: i. qid: id of the query for which the relevance valu...

I'm seeking a proficient Java Developer to undertake an exciting project focused on creating an engaging simulation game. Key Tasks: - Complete software development of the simulation game from conceptualization to completing the final product. A brief explanation of what the game looks like: The game has two clients. The clients have a map and on this map a fort and a treasure is hidden. The client needs to find the treasure and the fort from the enemy to win the game. Also there are specific rules for generating the map, that needs to be validated. Project Specific Requirements: - Extensive experience in Java development with emphasis on game programming - Knowledge in bug fixing and troubleshooting during development stages - Expertise in code optimization to ensure seamle...

I am working on a research project. I need more efficiency of the model that is already trained.

I am learning and facing an issue when creating a PWA: 1. I want the app to work as PWA, currently doesn't show "install app" on the browser 2. I want the app to work offline %100 3. npm run dev shows 2 warnings, I would like to fix: Warning 1: ⚠ Invalid options detected: ⚠ Unrecognized key(s) in object: '0', '1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '23' Warning 2: ⚠ InjectManifest has been called multiple times, perhaps due to running w...

I'm in urgent need of a web-based task management system for my small business. It should be built with PHP and must have the ability to interface with client information in QuickBooks Online. Key Features: - **Task Assignment and Tracking**: This is the core functionality that I require. The system should allow for the creation of tasks, assignment to team members, and tracking of progress. Progress updates should be emailed to the client as the status changes - **Notifications and Reminders**: I need the system to send out notifications and reminders to the team members about their tasks and deadlines. This is crucial for keeping the workflow smooth and on track. Ideal Freelancer: - Proficient in PHP and web-based application development. - Prior experienc...

I am working on a research project. I need more efficiency of the model that is already trained.

I'm seeking a skilled Full Stack Developer with a main focus on backend development. The project requirements are as follows: - Backend Development: Proficiency in Node.js is a must. - Frameworks and Libraries: While I haven't specified any specific framework or library for you to use, feel free to suggest ones that you believe will benefit the project. - Database Management: Proficiency in working with MongoDB is a requirement for the successful completion of this project. - Basic Knowledge of integrating Backend with frontend (frontend is in ) Ideal Skills and Experience: - Solid experience with Node.js development. - Proficiency in MongoDB for database management. If you can bring these skills to the table, I'd love to hear from you.

I'm seeking a seasoned WordPress professional who can expertly create and implement custom design templates suitable for a corporate website. The ideal candidate should have considerable experience in template customization and design, with specific insights into creating engaging corporate themes. Skills and Experience Needed: - Proficient in WordPress and its various plugins - Experience in designing corporate websites - Exceptional creativity and innovation - Detail-oriented with a strong focus on quality assurance The Scope of Work Includes: - Creating a custom template for a corporate site displayed on WordPress - Including specific sections: 'About Us', a functional 'Contact Us' form and a separate section to host the blog Please provide samples of previo...

I am seeking to develop a multi-featured ERP system. The ideal candidate will have a strong command of Express, MySQL, , and TypeScript, and a solid understanding of the requirements of an ERP system. Main Features: - Inventory Management: This will need to include stock tracking and control, order fulfillment and shipping, and product categorization and management. - Sales and Order Management: This will need to incorporate vital functions for sales management, customer management, and suppliers management. - Financial Management: Comprehensive financial management capabilities including accounting, payroll management, and application subscriptions management. Additional Features: - Multi-company support: I require a multi-tenant system to accommodate multiple compa...

...developer or team, capable of creating a multifunctional AI system for a new solar energy business venture. This AI system should offer the following functionalities: - Predictive analytics: The software must be able to predict patterns based on collected data. - Energy consumption analysis: Extract valuable insights from detailed energy usage. - Demand forecasting: Efficiently project future requirements for energy supply, optimizing resource allocation. The system should be compatible with a range of technology platforms including: - Desktop computers: For business-grade, in-office usage. - Mobile devices: To provide on-the-go access and monitoring. - Web browsers: To ensure cloud-based, anywhere access. Finally, the AI system needs to have ...

I need an experienced Laravel developer to undertake crucial tasks within a large-scale project over a two-week timeline. The Laravel-specific requirements are as follows:- 1. Fix the Home Dashboard to display real data instead of dummy data in Laravel. 2. Implement form data transfer from the website to the CRM Enquiry Menu in Laravel. 3. Ensure that won enquiries are correctly displayed after conversion to contacts in Laravel. 4. Highlight the current menu item on the left in Laravel. 5. Correct CSV download functionality in Contacts, ensuring filters, headers, and special characters are handled properly in Laravel. 6. Enable clicking anywhere on the contact data table to open the view of that particular contact in Laravel. 7. Remove the display of the last date from the top of the cont...

I'm in need of a professional who can create a 3D Convolutional Neural Network (CNN) model diagram for a brain tumor classification project. I will share file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification.

...online learning management system. The platform is intended to be used as an online home schooling platform for delivering GCSE and A Levels to students. Key Features Needed: - Live Video Lessons: The system should be able to deliver live video lessons to students. - Online Lessons: In addition to live video sessions, the system should facilitate pre-recorded online lessons. - Student Progress Tracking: A crucial component of the system is its ability to track and display student progress. This helps the students and teachers in understanding the performance and improvement areas. User Interface Design: - The envisioned user interface design should be 'Colorful and vibrant'. This is important as it would be used by students, and a visually...

...syncing. - Utilize machine learning to categorize bank transactions accurately, providing reliable financial insights. - Ability to reconcile bank transactions, ensuring the accuracy of financial records. - The system should send detailed financial reports via email, keeping stakeholders informed. - Additionally, the script should be able to handle amortization schedules and other related uploads. - A feature for journal entries based on additional uploaded information, like amortization schedules, is needed. User Interface: - A user-friendly and intuitive interface is essential for this project. The system should be easy to understand and navigate for users with different levels of technical knowledge. Ideal Skills and Experience: - Extensive experience wi...

I am learning and facing an issue when creating a PWA: 1. I want the app to work as PWA, currently doesn't show "install app" on the browser 2. I want the app to work offline %100 3. npm run dev shows 2 warnings, I would like to fix: Warning 1: ⚠ Invalid options detected: ⚠ Unrecognized key(s) in object: '0', '1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '23' Warning 2: ⚠ InjectManifest has been called multiple times, perhaps due to running w...

I am seeking a proficient developer, an expert well-qualified in the use of chatgpt, to implement an onsite search interface on an existing platform. Basically this would be like a chatgpt interface like their app within our site page so users can type questions etc. While there's no predefined programming language for this project, a strong knowledge of popular programming languages such as Python, JavaScript, or C# could be needed. I might not have specified a design style for the search interface or any additional features, but an ability to create a user-friendly interface will be an asset. Skills and Experience: - Strong background in using chatgpt. - A good understanding of implementing onsite search interfaces. - Proficient in popular programming languages. - Expe...

I need a skilled Ruby on Rails expert for a project I'm working on. I need someone who understands the Ruby on Rails framework inside out and can work on our project efficiently. The specific tasks may include: Please check the document before applying the jobs Thank you

As part of my project, I'm in need of an accomplished Photoshop artist who has specialized skills and experience in photo retouching and adding or removing objects from images. I have seven pictures of a house that I need to edit to make as pretty as possible. This is just a preliminary job, and if the results are good, we will work on a way bigger project. The house is located in a cold place in the mountains, so I want to convey a sense of warmth and intimacy. However, I don't want the colors to be too much saturated, or that it's clear that the picture have been edited. I attached one of the images, so that you can have an idea on the pictures you will work on

I am in need of an experienced developer to train the AI pair programming LLM. The primary functionality of this application will be to assist users in coding with intelligent code suggestions, aiming at an advanced Python level. Key Responsibilities: - Developin...Concentrating on providing intelligent code suggestions as a core feature. - Ensuring the application's capability to handle advanced level Python coding. - Create proper documentation of the code and features introduced. Ideal Skills and Experience: - Proficiency in Python, C++, SQL, and React. - Previous experience in developing intelligent coding or suggestion systems. - Deep understanding of machine learning concepts and their applications. - Familiarity with application development for coding assistance...

I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.

I'm having some minor issues with the zooming on my website that I'm hoping a skilled CSS and developer can help to resolve. The site is appropriately zoomed at 90% but is not functioning well when zoomed in to 100%. Here's what I need: - A solution that allows my website to maintain its layout and scaling when zoomed in to 100%. - Proper implementation of this code in my file - <meta name="viewport" content="width=device-width, initial-scale=1.0" />. Since I've not indicated any specific design or functionality to be included, your task will be purely technical. The ideal candidate for this simple task is someone proficient in CSS and who can effectively address this issue. The focus here is to ensure the 100% zoom setting remains visua...

Looking for experience developer who can develop for me an arbitrage trading system. The requirements are the following: Connect 20 crypto exchanges (CEX) there API so can watch the prices of 100 cryptocurrencies which we will provide. Allow us to connect crypto exchanges accounts API with the arbitrage trading system and execute the trades by a single click. The system is for personal use. More details via call.

I'm in need of an experienced developer or team to design and implement a fully-fledged Field Service Management System. Key Features: - **Scheduling and Dispatching**: The system must effectively manage and assign tasks to over 50 field technicians, ensuring optimal use of resources. - **Real-time Tracking**: Tracking the location and progress of technicians on the field is essential for efficient service delivery. - **Work Order Management**: Maintain a clear overview of tasks assigned, completed, and pending. System Integration: - **CRM**: seamless integration with our Customer Relationship Management system, ensuring smooth communication. - **ERP**: Inclusion of Enterprise Resource Planning will streamline the overall management of resources and serv...

I'm looking to create a radio-based educational project aimed at an adult audience. The primary means of conveying the educational information will be through written guides. Ideal Candidate: - Proficiency in radio broadcasting and production. - Experience in educational content creation. - Understanding of adult learning and effective communication. The project entails creating engaging and informative radio content that is tailored to an adult audience. The content will primarily consist of well-crafted written guides, designed to educate and inform. It is crucial that the content is clear, concise and delivered in an engaging manner to ensure the message is effectively communicated.

# Project Summary: Short Video Recommendation TensorFlow Lite Model # Objective: Create a TensorFlow Lite model for short video recommendations in a Flutter app, using Firebase Firestore as the database and Firebase ML for deployment. # Requirements:* 1. Recommend videos based on user's liked videos, excluding watched videos. 2. Include popular content to prevent user from getting stuck on the same topic. 3. Use Firebase Firestore to store video data and user interactions. # Workflow: 1. Fetch video data and user interactions from Firestore. 2. Calculate similarity scores between liked videos and remaining videos. 3. Include popular content in recommendations. 4. Train and deploy the model using Firebase ML. # Deliverables: 1. TensorFlow Lite model for video recommendations. 2. In...