"multivariate time series forecasting with lstms in keras" jobs
I'm looking for a graphic designer to create a series of flat map pins in SVG format. These map pins will be used as part of an online map system, so they need to be clear and easily identifiable. Key requirements: - The pins should be flat in style and incorporate a logo. - They should be distinctive and clear, appropriate for display on a map. - The final deliverables must be in SVG format. - 6 different types of pins are needed, which will explain more to the winning candidate Ideal skills for this job: - Strong graphic design and illustration skills. - Proficiency in creating SVG images. - Understanding of colour theory and design for clear visual communication. - Experience in creating icons or similar graphic elements for digital use....
We're looking for a freelancer to take and upload live photos of 8 Rittenhouse / Center City bars in Philly. This is for a Philly bar iOS app, aimed at providing real-time updates to users regarding the bars' lines and interiors. Key Responsibilities: - Taking live photos of bars from 9pm-1am on Friday and Saturday night. - Uploading the photos to the app promptly. Photo Guidelines: - Photos must be taken on an iPhone and uploaded to our iOS app
I need some extra help around the club. Key tasks involve bartending, cleaning, and event planning, for less than 10 hours a week. While physical labor and cash handling aren't a necessity, basic laptop skills and the ability to run an app are a must. This job is best suited to someone with a background in customer service. Part-timers with flexibility are encouraged to apply as hours can vary.
I require an adept senior-level Chartered Accountant/Chief Financial Officer (CFO). My ideal candidate will maintain responsibility for: - Rigorous financial reporting - Diligent budgeting and forecasting - Effective cash flow management -Supervision of existing staff to facilitate GAAP processes and timely monthly close processes A deep and demonstrated understanding of auto parts industries is non-negotiable. With your experience, you will add significant value to my company's financial standing and strategic growth. Proven track record in similar roles is highly valuable. You will be working remotely, using the data we provide and other data that you gather to advise our leadership team on all financial matters and the financial health of the company
I'm in search of a highly educated female home caretaker (who can speak English or Hindi) to manage house activities and take care of family members. It is essential that the candidate holds a high school diploma. The ideal candidate for this role will be expected to: Organize the household schedules effectively Prepare meals for the family Assist with family activities This is a full-time position, requiring services for more than 8 hours per day. Please note that this position does not involve cleaning tasks, as we have maids for that. The primary responsibilities will be taking care of the family, managing the house, and running errands such as going to the market and buying groceries. We offer transportation (flight or train to travel to Mumbai), accommodat...
I'm in need of an experienced desk researcher based in UAE, to provide insights on the heavy machinery market in UAE. Key Research Areas: - Market Trends: Understanding the current state and forecasting trends in the heavy machinery industry in UAE. - Competitor Analysis: Identifying and analyzing major players in the market and their strategies. - Insurance for Heavy Machinery: Exploring the insurance landscape for heavy machinery in the region. - Legal Implications: Investigating the legal aspects and implications related to heavy machinery operations in the aforementioned countries. You should be adept at: - Conducting comprehensive desk research, utilizing industry reports, government websites, and trade publications...
I'm in need of an experienced desk researcher based in LATAM, to provide insights on the heavy machinery market in Brazil, Mexico, and Argentina. Key Research Areas: - Market Trends: Understanding the current state and forecasting trends in the heavy machinery industry in LATAM. - Competitor Analysis: Identifying and analyzing major players in the market and their strategies. - Insurance for Heavy Machinery: Exploring the insurance landscape for heavy machinery in the region. - Legal Implications: Investigating the legal aspects and implications related to heavy machinery operations in the aforementioned countries. You should be adept at: - Conducting comprehensive desk research, utilizing industry reports, government w...
...animators with skills in Blender to create captivating anamorphic display content. This project aims to develop visually striking 3D animations that utilize anamorphic illusions to enhance public spaces, highlighting innovative design and cultural heritage through interactive digital art. Requirements: -Proficiency in Blender for 3D modeling and animation, with a strong portfolio showcasing relevant work. -Experience in scripting within Blender to automate tasks and enhance animation functionalities. -Knowledge of integrating Blender projects with other software for interactive displays. - Demonstrated ability to work on projects that combine art and technology, particularly in public or large-scale settings. Deliverables: A ser...
We are looking for a talented designer to create a series of abstract illustrations for our upcoming print materials. The ideal candidate for this role will have experience in designing abstract illustrations and a strong portfolio from previous assignments. Key Project Requirements: - Create 2 abstract illustrations suitable for print materials - The designs should be as close to the two uploaded images as possible - Vector graphic - pdf - The image should be a square Please note that we are looking for a long term partner, making our future ai-designs to a printable versions. We are looking forward partering up with the person that can deiliver the best result based on our attached images.
I am looking for a writer/journalist who can produce news articles based on trending topics we provide. The ideal candidate will have experience in producing multiple stories per day on incoming news. Skills and Experience: - Strong writing skills - Knowledge of current events and ability to research and gather information - Ability to write in a neutral and unbiased manner - Experience in writing news articles - Ability to meet deadlines and produce high-quality work consistently
...to efficiently enhance productivity and streamline business processes. Crucial components to be developed include: - Customer Relationship Management (CRM) with key features such as contact management, sales forecasting, and lead management. - Enterprise Resource Planning (ERP) with essential functions such as inventory management, order management, and supply chain management. - Financial and taxation modules. - Human resources and marketing modules. - Service and productivity modules. An ideal person for this job should have: - Proven experience in creating and managing business portals with similar components. - Proficiency in various programming languages for website and apps development. The goal is to create a unified system that w...
We are a women's apparel brand seeking a skilled and creative freelance video editor to edit a series of ecommerce product videos into short, engaging 10-15 second clips for our website. Project Details: Edit original video footage into high-quality 10-15 second product videos. Include shots of models walking on and off the screen as well as close-up details of the garments. Ensure seamless transitions and a cohesive look and feel across all videos. Deliver final videos in a format optimized for web display. Requirements: Proven experience in video editing, particularly for ecommerce or fashion brands. Proficiency in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro). Strong attention to detail and a keen eye for aesthetics. Ability to meet ...
...a part-time professional with a proven track record in sales, strong negotiation skills, and experience in lead generation to enhance my team's capabilities on profit sharing basis. Key Requirements: - Proven Track Record: Your past performance in the sales field should speak for itself. A strong history of meeting or surpassing targets is essential. - Strong Negotiation Skills: The ability to close deals effectively and maintain healthy relationships with clients is a must. - Experience in Lead Generation: Generating potential leads and converting them into customers is a fundamental part of this role. Your ability to identify new opportunities will be key in the growth of our customer base. My objectives for hiring you ar...
I'm seeking a skilled Python developer with experience in algorithmic trading to create a bespoke algorithm specifically for the optimization of trading strategies in the crude oil market. Key Requirements: - The algorithm should be written in Python. - It should primarily focus on crude oil trading. - The primary objective of this project is to optimize trading strategies, not price forecasting or risk management. Ideal Skills and Experience: - Proficiency in Python for algorithmic development. - Previous experience in creating and optimizing trading algorithms. - Specific experience in crude oil trading is highly preferred. - A solid understanding of trading strategy optimization. The successful freelancer will be expected t...
I'm in need of a network engineer with expertise in the Local Area Network (LAN) infrastructure for troubleshooting and optimization. Key Tasks: - Install, rack, and stack a Cisco Catalyst 8300 series device. This includes unboxing, physical mounting, and initial power-on to ensure the device is operational. - Network Troubleshooting: The freelancer should be able to identify and rectify any issues affecting the LAN's performance. - Installation: If necessary, the engineer should help in the setup of new equipment or software for the network. Ideal Candidate: - Proven experience in LAN network design and architecture. - Strong troubleshooting skills and experience in network optimization. - Good knowledge of network security wi...
...paper explaining data analysis techniques, with a special emphasis on Multivariate Test Effect Pillai's and Descriptive Statistics. what I need in this project is to explain for me how and why the calculation is done in this way in the paper that I will provide you later on so the statistic analysis is already done. I only need the explanation for my own understanding. So is there any possible way that we can conduct this explanation exercise today The target audience for this paper are academics and researchers, therefore, the tone and depth of the content should accommodate this group effectively. The ideal freelancer should have: - A strong background in Statistics - Excellent understanding and practice of Data Analysis techniques ...
...create an ingenious logo for my film production & rental business, primarily focusing on enhancing brand recognition. You'll also be responsible for translating this logo into a series of engaging Instagram posts. Ideal Experience and Skills: - Proven graphic designing experience in the film industry - Proficient in design software and technologies - A keen eye for aesthetics and details - Exceptional creativity and innovation - Understands the impact of a strong brand and can embody our business persona into the logo - Experience in designing catchy Instagram posts Your contribution will play a crucial role in increasing our brand visibility and setting a creative tone for our organization. Your creative acumen can help us project our b...
...proficient PHP expert, with a minimum of 10+ years of experience, I am looking to enhance an existing Real Time Dashboard within PHPMaker 2023. Key Responsibilities: - Modify existing features and incorporate new functionality - Implement user authentication system to ensure data privacy - Create real-time notification system for immediate updates - Develop advanced interactivity for data manipulation and customization Desired Skills: - Proven expertise in PHP development, ideally with PHPMaker 2023 - Comprehensive experience in building Data visualization (Charts, Heat maps, Custom Dashboards) - Strong understanding of user authentication mechanisms - Ability to develop real-time features for immediate data updates - Experience in...
I need assistance in copying text content from my smartphone and pasting it into the appropriate place. Key Requirements: - Copying text from my smartphone- The texts are not in a document but on my phone. A good understanding of how to copy and paste from a phone is essential. - Paste into the appropriate location- The text will need to be pasted into the correct place, whether it be a website, document, or elsewhere. Time Expectation: - I am looking for someone who can assist me part-time. This means the job doesn't need to be completed all at once. A longer-term arrangement is possible if the collaboration is successful. Ideal Skills: - Understanding of basic phone functions - Strong attention to detail - Ability to follow instructions accurately ...
I'm in need of a network engineer with expertise in the Local Area Network (LAN) infrastructure for troubleshooting and optimization. Key Tasks: - Install, rack, and stack a Cisco Catalyst 8300 series device. This includes unboxing, physical mounting, and initial power-on to ensure the device is operational. - Network Troubleshooting: The freelancer should be able to identify and rectify any issues affecting the LAN's performance. - Installation: If necessary, the engineer should help in the setup of new equipment or software for the network. Ideal Candidate: - Proven experience in LAN network design and architecture. - Strong troubleshooting skills and experience in network optimization. - Good knowledge of network security wi...
I'm looking for a motion graphics designer to create a series of 15-30 second movies, with a total of five films. The main goal of these movies is to educate a health-conscious audience about the benefits of a Low Carb diet. We have five scripts for you. Look in the bottom of this post to see how the scripts looks. Key Requirements: - Crafting engaging and informative 15-30 second motion graphic videos - Using provided scripts to create the movies - Targeting health-conscious individuals as primary audience The selected freelancer should have: - Demonstrable experience in creating educational motion graphic content - A portfolio showcasing previous work in the field - Understanding of the principles of designing for specific audiences, especially ...
I need s...summaries for a series of non-fiction history books in Tamil in 1500 words per book. I need one or 2 book summaries. Book of your choice Some key points about this project: - Each book summary should be comprehensive yet concise, capturing the key points and essence of the book - You should be able to write in a clear, engaging and neutral style, avoiding any personal bias or opinion - The summaries should be presented in an essay format Ideal Skills and Experience: - Proficient in Tamil language, with a strong grasp of grammar and vocabulary - Experience in summarizing and distilling complex information into clear, concise summaries - Ability to write in a neutral and informative tone - Preference will be given t...
I need a graphic designer to create a series of designs for my project. The work entails creating: - A striking and memorable logo that will serve as the brand's centerpiece. - A series of engaging banners for online advertisement purposes. - Print design (details will be shared later in the process) that will be used for presenting information.
I'm currently looking for a Vue.js developer with a solid understanding of Laravel. While I'm not certain the version of Vue.js I'm using, I know that I need to implement a real-time chat feature in my project. Ideal Skills and Experience: - Proficiency in Vue.js is a must. Experience with both Vue 2 and Vue 3 would be beneficial given my uncertainty about the version currently in use. - Strong understanding of Laravel is also required since the project involves integrating the chat feature into an existing Laravel application.
...This software should be packed with various features such as: - Patient Information Management: Manage patient's data with utmost ease and accuracy. - Claims Processing: Streamline processing and tracking of patient claims. - Reporting and Analytics: Generate concise reports and conduct in-depth analytics. - Medical coding: Incorporate an AI-powered module to provide coding suggestions. One of the compelling additions I desire is the integration of AI functionalities mainly for predictive diagnostics. This should help in forecasting medical conditions based on the available patient data. The candidate for this project should preferably have a background in healthcare software development, and a good grasp of AI integration in softw...
I need an employee time tracking system on Google Sheets. The system should automatically calculate total hours worked, allow for marking employees as present or absent, and have fields for project number and name. Key Features: - Automatic Calculation: The system should calculate the total hours worked by every employee within the specified date range. - Attendance Tracking: There should be an option to mark employees as present or absent. - Project Details: Each row should contain fields for the project number and name. - Multi-employee Handling: The system should accommodate multiple employees' data in a combined sheet. Skills and Experience: - Proficient in Google Sheets - Experienced in creating automated time tracking systems - Familiarity ...
I'm looking for an experienced and skilled professional to create a series of high-quality Tshirt mockups using Adobe Photoshop. The Job: - I'll be providing the designs, so your main task will be to translate these designs into realistic-looking Tshirt mockups. - The final delivery should include 11-15 mockups. - These should feature both the T-shirts alone and on models. Requirements: - Prior experience in creating HQ Tshirt mockups is essential. - Proficiency in Adobe Photoshop. - A keen eye for detail and the ability to create realistic and visually appealing mockups. Please ensure to include relevant samples of your previous work in your proposal. Looking forward to seeing your portfolio.
Looking for a web developer to assist with various technical woocommerce things with woocommerce, i rather a company than an individual this way there is more skills to different tasks and i dont want issues like disappearing freelancers. Please make sure you are serious, keep having people start the job, do a few things and then all of a sudden just stop working for no reason. Must have good communication and have experience with complex fixes, when a task is assigned it needs to be resolved and whatever else is found quickly. Bugs mean the site is down or not working and dont have time for excuses or inexperience. This is a long term position as once you get use to the sites (about 12) the issues tend to be the same. DO NOT apply just to work temporarily b...
...who can help me with a range of tasks, including administrative, research, and customer support tasks. The ideal candidate will work part-time and have great communication skills. Key Tasks: - Help with administrative tasks: This includes managing my calendar, setting up meetings, and handling basic bookkeeping. - Conducting Research: I need someone who can gather information for me on topics that I provide. - Assisting with Customer Support: You will need to handle customer inquiries and provide basic support. Communication is key for this role, so I need someone who is comfortable with various communication channels. I expect you to be responsive to emails, phone calls, and instant messages. Ideal Skills and Experience: - Proven experience as a vi...
I'm in need of a skilled web developer to create a one-page website for my upcoming political campaign. The main goal of this landing page is to raise awareness about the candidate and recruit volunteers. TEMPLATE - purchased COPY - completed PICTURES - available THUMBNAILS - being completed GOAL - for the one-page site to look & function exactly like the template TIMELINE - it time line is missed, contract is cancelled HOURS - we meet multiple times a day for 5-minute sprint meetings during US hours; if you're not available during US business hours, please do not apply Key features to be included on the page: - Detailed information about my background as a candidate - Clear campaign goals and objectives for potential supporters - A volunteer registrat...
We’re seeking an experienced professional to create a detailed business plan and financial model tailored for securing venture capital funding. This project involves market research, competitor analysis, financial forecasting, and crafting a compelling narrative that outlines our vision, strategy, opportunity, and projected growth. The aim is to develop a roadmap that not only guides our business but also attracts potential investors.
...game brief overview: "Ello" is a two-player game played with a standard 52-card deck, where each player starts with 26 cards. The game assigns values to only four cards in the deck. In each turn, players alternate, placing one card face-up. The objective in each round is to play a card that exceeds the value of the first card played. If it doesn't, the player loses that round and collects all the cards played. The winner initiates the next round by dealing and placing a new card down. Contrary to many traditional card games where accumulating cards is beneficial, "Ello" challenges players to do the opposite. The first player to rid themselves of all their cards wins. We have: - Game brief. - A wee demo video of the physica...
...for an experienced developer to help with real-time text data scraping via API and management using BeautifulSoup. This project is primarily focused on retrieving text data and storing it in a database. Key Responsibilities: - Implement an API scraper to continuously retrieve text data in real-time - Utilize BeautifulSoup for data extraction and management - Develop a robust database to store all the scraped text data The ideal candidate should have: - Proficiency in Python programming language - Strong experience with API scraping and BeautifulSoup - Previous work involving real-time data scraping - A good understanding of database management It is important that the data scraping runs seamlessly and accurately in real...
...seasoned game developer who specializes in creating interactive Roblox games for anyone This project involves creating a diverse range of pets, including domestic ones like dogs and cats, as well as fantasy creatures like dragons. The pets should be designed with leveling up and progression systems, as well as elemental affinities and hidden powers to spice up the game. Expectation from the RPG components include: - A compelling storyline - Questing elements that keeps players engaged - Character progression systems to constantly challenge the young players - Bosses to conclude a series of challenges or chapters The perfect candidate would be someone who appreciates the nuances of game development for a younger audience, with prior experience in ...
...social media expert to create and manage a series of Instagram ads to boost sales for my product. Key Responsibilities: - Developing a comprehensive Instagram ad campaign strategy that focuses on driving product sales - Creating engaging and effective image, video, and story ads - Monitoring and analyzing campaign performance, and making data-driven adjustments to increase ROI Ideal Candidate: - Proven experience in managing successful Instagram ad campaigns - Strong understanding of social media advertising best practices - Ability to create high-quality and attention-grabbing image and video content - Proficiency in data analysis and campaign optimization - Excellent communication and collaboration skills This role offers the opportunity to work with a...
...background in finance, specifically in the technology sector. Key Requirements: - Provide detailed revenue projections: I need a breakdown of how much income is expected to be generated on a yearly basis. This should include a clear analysis of potential income streams and growth rates. - Develop expense projections: It's important to outline the costs associated with running the business. The freelancer should be able to provide a thorough examination of potential expenses, including operating costs, salaries, and other expenditures. - Create profit projections: Based on the revenue and expense forecasts, the freelancer should be able to calculate the expected profit margins for the business. Ideal Skills: - Proficiency in financial modeling software ...
...candidate will have a strong background in PHP and Laravel, with experience in building and maintaining ecommerce platforms. This is a remote position, offering the flexibility to work from anywhere. Key Responsibilities: Develop, test, and maintain high-quality ecommerce solutions using PHP, Laravel, MySQL, HTML, CSS, JavaScript, and related technologies. Collaborate with the design and product teams to implement new features and improvements. Optimize and enhance the performance of the website and app to ensure a seamless user experience. Troubleshoot and resolve issues as they arise, ensuring the stability and reliability of the platform. Write clean, well-documented, and maintainable code. Stay updated with the latest industry trends and best pra...
I'm in need of a full-time, mid-level software developer to join our e-commerce company. You should be proficient in Python, Java, and PHP. Your primary responsibilities will include: - Coding and programming: Developing robust, scalable software solutions for our e-commerce platform. - Database management: Ensuring the efficient operation of our databases and managing related processes. - Bug fixing and troubleshooting: Identifying and addressing software issues to maximize performance. Your experience should ideally span 2-5 years, giving you a good understanding of the nuances of software development. In addition to your technical prowess, you should be able to work efficiently within a team and communicate effectively. Your input will be crucial i...
...a skilled character artist/graphic designer to help reimagine my online avatar. I have already created the avatar but now I'm looking for an artist who can reimagine it in their own style and can create multiple poses, outfits, expressions, etc. The gig will initially be for a series of twitch elements but this contest will be a simple "take my existing drawing and reimagine it in your own style." The envisioned avatar should be in a cartoon style, reflecting everyday life. I'm looking for a design that is cheerful and energetic. Key requirements: - A strong portfolio of cartoon character designs is a must. - Experience in conveying specific emotions and personality traits through visual design. - Great understanding of the nuance...
I'm working to develop a series of 500 infographics aimed at UPSC students. These will cover a range of topics, primarily focusing on current affairs and geographical data. Specific Topics: - Economy and finance - Politics and governance - Environment and climate change Level of Detail: - Intermediate level analysis Key Responsibilities: - Creating infographics on the selected topics. - Ensuring the information is current and accurate. Ideal Skills: - Experience in creating educational infographics. - Knowledge of current affairs and geography. - UPSC exam preparation experience would be a plus. Please note that the graphics should be clear, concise, and engaging for a student audience. Your work should support students in understanding and retaining the i...
...Functionalities: - Contact Management: In-depth contact organization, segmentation, and efficient communication tracking. - Lead Tracking: Robust lead capture, tracking, and conversion analysis. - Sales Forecasting: Accurate prediction of sales trends and opportunities based on the CRM data. User Base: - The CRM system will be used by 1-50 users, so it should be user-friendly, scalable, and efficient. Integration: - It's imperative that the CRM can seamlessly integrate with other systems, particularly: - Email Platforms: For streamlined communication and lead nurturing. - Social Media: To enhance customer engagement and acquisition. - Accounting Software: To automate financial data synchronization and reporting. Ideal Freelancer: - Proven experience ...
I'm in need of a skilled Shopify developer who can effectively carry out a series of custom changes on my existing website. I'm looking to revamp its design and layout, as well as implement additional custom features to enhance user experience. Key Responsibilities: - Implementing design changes: I'm seeking an individual with an eye for design who can help rearrange page elements and sections to improve the overall visual appeal of the website. - Custom feature integration: I require the addition of product customization options, integration with third-party apps, and advanced search functionality. The ideal candidate for this role should: - Have extensive experience working with Shopify and a strong portfolio of previous projects. - B...
Money and all it takes to make it in easy steps even a 14 y/o can deal with
...should then generate insightful reports and analytics to help them make informed decisions. - Budgeting and Forecasting: The app should have a feature that assists in creating budgets and forecasts to help business owners plan their financial future. - Alerts and Reminders: The app should be able to send alerts and reminders for important financial tasks like tax payments, billings, or loan repayments. - User-friendly Interface: The app should be easy to navigate and understand even for individuals without a strong financial background. Ideal Skills: - Proficiency in web and mobile app development, particularly in creating applications with financial functionalities. - Experience in designing user-friendly interfaces and intuitive user experien...
I'm seeking a skilled Java Spring Boot developer to refine and extend existing code with MQTT integration. Key requirements: - Fixing issues with code execution, incomplete functionality, and performance. - Incorporating Influx library into the codebase. - Enable automatic messaging to multiple MQTT topics, following specific logic. - Tracking and managing duplicates based on both time and counters, and taking action accordingly. Ideal skills for this project: - Proficiency in Java, Spring Boot, and MQTT. - Knowledge of working with libraries, specifically Influx. - Experience with time series data and counter management. - Previous projects involving MQTT topic management. - Strong understanding of code optimization. I'...
I am in need of an experienced developer to create a project management web application that's colorful and vibrant. My vision is to have: - Task allocation and tracking: An integrated functionality that gives us the ability to multi-task and keep track of on-going projects. - Time tracking: Time management is crucial for us, we need a system that keeps things timely and organized. Ideal candidates should have experience in developing project management software or any relevant web applications. Familiarity with a vibrant and colourful user interface is also a key requirement. Show me your relevant portfolio so we can collaborate effectively to bring this vision to life.
I have a series of medical bills that need to be entered into a spreadsheet. The data is primarily textual, numeric Ideal Candidate: - Must have a keen eye for detail to ensure accurate transcription of the printed text into a digital format. - Proficiency in spreadsheet software for the efficient and organized entry of the data. I have attached an example bill and the expected excel format. I have 34 such pages of bill. Overall you will have ~200 rows to be entered.
I'm looking for a skilled developer to assist with syncing an Excel file to my phpMyAdmin database. Key Requirements: - Real-Time Syncing: The sync should take place continuously in real-time. Any updates made to the Excel file should be reflected in my phpMyAdmin database instantly. Skills and Experience: - Proficient in Excel and phpMyAdmin - Experience in data syncing and database management - Familiarity with real-time data syncing No specific data validation or transformation is needed during the import process. The goal is to ensure that any changes made in the Excel file are accurately reflected in the existing database.
a better formated pdf for this text is attached: I'm looking for a skilled freelancer to create a series of short ebooks/scripts about artificial intelligence. Below are the project details: Content Scope: The series should consist of 15 scripts, covering topics from Beginner to Medium levels. We make no books for AI-experts. Pages: 15-25 per script You can use ChatGPT for this Writing Guidelines: You can utilize ChatGPT or similar AI tools to assist in writing the content. Ensure all content is original and not copied from other books to comply with copyright laws. Write in a conversational style, as the scripts will be converted into audiobooks. Free visual graphics are welcome but not mandatory. If you use images, ensure they are properly license...
