Prompt engineering is a powerful technique that enables developers and users to guide language models and achieve specific outputs. By crafting well-designed instructions, known as prompts, we can shape the behavior of models like ChatGPT. In this article, we will explore practical examples of prompt engineering using ChatGPT to highlight the best practices for optimal results.
Content Generation: Example Prompt: “Write a blog post about the benefits of regular exercise.” Explanation: By providing a clear and specific prompt, we guide the model to generate a blog post focused on the benefits of exercise. The prompt sets the context and objective for the generated content, allowing us to obtain informative and tailored results.
Code Generation: Example Prompt: “Please write a Python code snippet to calculate the factorial of a given number.” Explanation: Prompt engineering can be utilized to obtain code snippets from language models. By specifying the programming language and the desired task, we guide the model to generate a Python code snippet that calculates the factorial of a given number. This technique streamlines the code generation process and assists developers in obtaining accurate solutions.
Translation: Example Prompt: “Translate the following English text to French: ‘Hello, how are you?’” Explanation: Language models like ChatGPT can be prompted to perform translation tasks. By explicitly instructing the model to translate the provided English text to French, we guide it to produce an accurate translation. This showcases how prompt engineering can facilitate precise and language-specific outputs.
Summarization: Example Prompt: “Summarize the following article in three sentences: ‘Artificial intelligence has transformed various industries, from healthcare to finance. Its applications range from automating repetitive tasks to making predictions based on large datasets. AI continues to advance, revolutionizing the way we live and work.’” Explanation: Prompt engineering is effective in generating concise summaries. By instructing the model to summarize the given article in three sentences, we guide it to extract the most important information from the text. This enables the model to produce accurate and concise summaries aligned with the desired length.
Question-Answering: Example Prompt: “What is the capital of Australia?” Explanation: Prompt engineering is highly useful for obtaining specific answers to questions. By framing a clear and direct question, such as asking for the capital of Australia, we guide the model to provide a precise response. Prompt engineering enhances the model’s ability to deliver accurate information.
Bias Mitigation: Example Prompt: “Provide a description of a skilled software engineer without using gender-specific terms.” Explanation: Prompt engineering can address biases in language models. By explicitly instructing the model to avoid using gender-specific terms while describing a skilled software engineer, we promote fairness and inclusivity. This demonstrates how prompt engineering can contribute to ethical AI applications.
Prompt engineering empowers developers and users to guide language models like ChatGPT towards desired outputs. Through practical examples, we have seen how prompts can be designed for content generation, code generation, translation, summarization, question-answering, and bias mitigation tasks. By following best practices, such as defining clear objectives, providing context, and iterating on prompts, we can optimize the performance of language models and ensure their outputs align with our requirements. Prompt engineering continues to be a valuable technique in shaping the behavior of language models for a wide range of applications.
In recent years, artificial intelligence has made tremendous strides, particularly in the field of language processing. Language models, such as OpenAI’s GPT-3, have proven to be remarkably adept at generating human-like text and engaging in complex conversations. Behind their success lies a powerful technique called prompt engineering. In this article, we will explore the concept of prompt engineering, breaking it down in a way that even non-tech-savvy readers can understand. We will delve into the practical applications of prompt engineering and how it can transform the capabilities of language models.
Understanding Prompt Engineering:
Prompt engineering is all about giving clear and precise instructions to guide language models toward producing desired outputs. It involves carefully designing the input that is fed into the model, in order to influence its behavior and generate specific responses. Prompt engineering allows developers and researchers to shape the output of language models, making them more accurate and reliable.
Prominent Examples of Prompt Engineering:
Content Generation: Prompt engineering has revolutionized the way content is generated. Imagine you want to create an engaging story about a world devastated by climate change. By providing the language model with a specific starting phrase like “In a world devastated by climate change,” you can guide it to generate thought-provoking narratives that explore the consequences and potential solutions to environmental challenges. Prompt engineering gives you the ability to influence the direction and content of the generated text.
Code Generation: Language models have proven to be incredibly useful in generating code snippets. Prompt engineering plays a vital role in this area, allowing developers to provide explicit instructions to obtain desired programming solutions. By specifying the programming language, input-output constraints, and describing the problem, prompt engineering enables the model to generate code snippets that solve the given task. This can be a tremendous time-saver and assist developers in creating efficient code.
Translation and Summarization: Prompt engineering can significantly enhance the quality of translation and summarization tasks. Let’s say you need to translate an English text to French. By including a clear instruction like “Translate the following English text to French,” you can guide the language model to produce more accurate translations. Similarly, when summarizing an article, instructing the model to “Summarize the following article in three sentences” helps to generate concise and informative summaries. Prompt engineering provides a way to obtain more precise and tailored results.
Question-Answering: Prompt engineering techniques are invaluable in improving the accuracy and relevance of question-answering tasks. By framing questions in a specific format, developers can guide the language model to provide more structured and accurate responses. For instance, asking “What are the causes of climate change?” instead of a more general “Tell me about climate change” can lead to more detailed and informative answers. Prompt engineering allows for more targeted and informative responses to users’ questions.
Bias Mitigation: Language models can sometimes exhibit biases, but prompt engineering can help address this issue. By carefully designing prompts and instructions, developers can guide the model to provide more unbiased and fair responses. In sensitive topics like gender or race, explicit instructions can be used to ensure that the model refrains from making discriminatory or harmful statements. Prompt engineering enables the creation of language models that are more inclusive and respectful.
Below I am sharing how Prompt Engineering can help in getting desired results from ChatGPT.
Prompt: You are an ai language model specializing in adapting written text for a presentation spoken in front of a camera. Rewrite the following video script with the tone of voice of Tony Robbins. Improve the sentence structure where necessary. Keep the word count approximately the same. Keep the quotes in “brackets” unchanged. Respond with “Understood” and ask for “Share the script”.
Utility: To make text more human like and bring originality, at the same time pass the AI detection test.
Results:
The Future of Prompt Engineering:
Prompt engineering will continue to play a crucial role as language models advance. Ongoing research aims to develop more sophisticated prompt engineering methods, allowing users to exert even finer control over the output of language models. This will result in improved performance, enhanced user experiences, and greater alignment with human values.
Prompt engineering is an essential technique that empowers developers and users to shape the behavior of language models. It enables more accurate and reliable outputs across.
UseChatGPT.AI: A Chrome Extension to Supercharge Your Productivity
UseChatGPT.AI is a free Chrome extension that supercharges your productivity by amplifying the power of ChatGPT, Bard, Bing Chat, and Claude, and making it easily accessible at your fingertips.
Here are some of the key features of UseChatGPT.AI:
Fastest way to access ChatGPT, Bard, Bing, and Claude: Simply press Cmd/Alt + J and the AI chat sidebar will show up on the right. (You can also customize the shortcut to your preference.)
Select any text to rewrite: Select any text on any website and rewrite it in one click. UseChatGPT.AI will improve your writing, fix spelling and grammar, make it shorter or longer, change the tone, simplify the language, paraphrase, and write like a native in new languages.
Select any text to help you read: Select any text on any website and UseChatGPT.AI will help you read it more easily by summarizing it, translating it, explaining it, or replying to it.
UseChatGPT.AI is a powerful tool that can help you improve your productivity, communication, and understanding of the world. Try it today and see for yourself how it can make your life easier.
This sidebar opens once you use shortcut “Alt + J” in windows
Here are some additional tips for using UseChatGPT.AI:
Use the shortcut to quickly access the AI chat sidebar: This will allow you to get help with your writing, reading, or understanding of the world without having to leave the page you are currently on.
Experiment with the different features: UseChatGPT.AI has a lot of features, so take some time to experiment with them and see what they can do.
Provide feedback: UseChatGPT.AI is still under development, so your feedback is important. Let the developers know what you like and don’t like about the extension so they can make it even better.
UseChatGPT.AI is a free and powerful tool that can help you improve your productivity, communication, and understanding of the world. Try it today and see for yourself how it can make your life easier.
Pictory is a user-friendly AI video generator that allows you to create videos from text, images, and videos. It has a wide variety of templates and features, making it easy to create high-quality videos quickly.
Here are some of the features that make Pictory a great choice for creating videos:
A wide variety of templates: Pictory has a wide variety of templates to choose from, so you can find a template that fits your style and your needs.
A variety of features: Pictory offers a variety of features that allow you to customize your videos, including the ability to add text, images, videos, music, and voiceovers.
Easy to use: Pictory is easy to use, even if you’re not a video expert. The drag-and-drop interface makes it easy to add and edit content, and the AI engine helps you create professional-looking videos with just a few clicks.
If you’re looking for a way to create high-quality videos quickly and easily, Pictory is a great option. With its wide variety of templates and features, Pictory can help you create videos that are engaging, informative, and visually appealing.
To use Pictory to create videos, follow these steps:
Go to the Pictory website and sign up for a free account.
Choose a template from the library of templates.
Add text, images, videos, music, and voiceovers to your video.
Preview your video and make any changes you want.
Click “Generate” to create your video.
Your video will be created and saved in your Pictory account. You can then download the video or share it on social media.
Tips for Creating Videos with Pictory
Here are a few tips for creating videos with Pictory:
Use a clear and concise title for your video.
Add text that is relevant to your video and that will engage your audience.
Use images and videos that are high-quality and that will support your message.
Add music that is appropriate for your video and that will set the mood.
Record a voiceover that is clear and professional.
By following these tips, you can create videos that are engaging, informative, and visually appealing.
Conclusion
Pictory is a powerful AI video generator that can help you create high-quality videos quickly and easily. With its wide variety of templates and features, Pictory can help you create videos that are perfect for any purpose.
Options trading is a popular way to trade in the stock market, and can provide a high potential for profit. However, it can also be risky, especially for beginners who are just starting out. One way to minimize this risk is to use simple setups that can help you identify opportunities to buy options. Here are five of the best setups for an options buyer that you can use in intraday trading:
1. Moving averages: Moving averages are one of the simplest and most popular technical indicators used by traders. They help you identify the trend of a stock, which can be a useful tool when buying options. To use this setup, you simply need to plot two moving averages on your chart – one fast and one slow. When the fast moving average crosses above the slow moving average, it’s a buy signal.
2.Support and resistance: Support and resistance levels are key areas where the price of a stock has historically reversed. These levels can be used to identify potential areas of support or resistance when buying options. To use this setup, you simply need to plot these levels on your chart and look for price action around them. If the price breaks above resistance, it’s a buy signal.
3.Bollinger Bands: Bollinger Bands are a technical indicator that can help you identify when a stock is overbought or oversold. They consist of three lines – a moving average and two standard deviation lines. When the price touches the lower Bollinger Band, it’s a buy signal.
4.Relative Strength Index (RSI): The RSI is a momentum oscillator that can help you identify when a stock is overbought or oversold. It ranges from 0 to 100 and is plotted on a chart. When the RSI falls below 30, it’s a buy signal.
5.MACD: The MACD is a trend-following indicator that can help you identify potential buy signals. It consists of two moving averages and a histogram. When the MACD line crosses above the signal line and the histogram turns positive, it’s a buy signal.
In conclusion, these five simple setups can help beginner traders identify potential buy signals when buying options in intraday trading. However, it’s important to note that no setup is foolproof, and options trading can be risky. It’s essential to do your own research and to practice with a demo account before risking real money.
Etsy is an online marketplace that provides a platform for artists, craftsmen, and creative entrepreneurs to sell their handmade or vintage items, as well as unique factory-manufactured goods. Since its inception in 2005, Etsy has become a popular platform for people who want to turn their hobbies and talents into a source of passive income. In this article, we’ll explore the basics of Etsy, how to create an account, what you can sell on Etsy, the charges involved, and some practical tips for getting successful on Etsy.
These are the major points covered in this article:
What is Etsy?
How to create an account on Etsy?
What are the minimum things/documents you need for Etsy?
What are the charges for Etsy?
What things you can sell on Etsy?
Some practical tips for getting successful on Etsy.
What is Etsy?
Etsy is an online marketplace that connects buyers with creative entrepreneurs who sell unique and handmade products. It was founded in 2005 by Robert Kalin, Chris Maguire, and Haim Schoppik. Etsy has since grown to become one of the largest online marketplaces for handmade goods and crafts.
Creating an account on Etsy is a straightforward process that takes only a few minutes. Here’s how you can create an account on Etsy:
Go to the Etsy website.
Click on the “Sign in” button.
Click on the “Register” button.
Enter your email address and choose a password.
Click on the “Register” button.
Enter your first and last name and click on the “Next” button.
Choose a username and click on the “Next” button.
Fill in your address details and click on the “Next” button.
Confirm your email address.
Once you have completed these steps, your Etsy account will be created, and you can start selling your products on the platform.
What are the minimum things/documents you need for Etsy?
To create an account on Etsy, you need a valid email address, a username, and a password. Additionally, you will need to provide some personal information such as your name and address. You don’t need any specific documents to create an account on Etsy.
What are the charges for Etsy?
Etsy charges fees for listing items, selling items, and processing payments. Here are the charges you need to be aware of:
Listing fees: Etsy charges $0.20 for each item you list on the platform. This fee is non-refundable and is charged regardless of whether your item sells or not. Listings expire after four months, and you can renew them for an additional fee.
Transaction fees: Etsy charges a 5% transaction fee on the total cost of the item, including shipping and handling. This fee is deducted from the payment you receive from the buyer.
Payment processing fees: If you use Etsy Payments to process payments, there is a payment processing fee of 3% + $0.25 for each transaction.
What things you can sell on Etsy?
Etsy allows you to sell a wide variety of handmade and vintage items, as well as unique factory-manufactured goods. Here are some examples of things you can sell on Etsy:
Handmade items: Jewelry, clothing, accessories, home decor, and art are just a few examples of handmade items that you can sell on Etsy.
Vintage items: Etsy defines vintage as items that are at least 20 years old. Examples include vintage clothing, accessories, and home decor.
Factory-manufactured goods: Etsy allows factory-manufactured goods as long as they meet certain criteria. The item must have a unique and creative element, and the seller must have a direct hand in designing or creating the item.
Practical tips for getting successful on Etsy.
Here are some practical tips for getting successful on Etsy:
Take high-quality photos: Your product photos are the first thing that buyers will see, so it’s important to make a good impression. Use high-quality photos that accurately show your product, and consider using different angles and backgrounds.
Write clear and detailed product descriptions: Your product descriptions should be detailed and accurate, with all the necessary information about the item. Consider including measurements, materials, and care instructions.
Price your items competitively: Do some research on similar items on Etsy to ensure that your prices are competitive. Be realistic about the value of your products, but don’t price yourself out of the market.
Optimize your listings for search: Use relevant keywords in your product titles and descriptions to help your items show up in search results. Consider using tags to make your items more discoverable.
Offer excellent customer service: Respond to customer inquiries promptly, ship items on time, and provide accurate tracking information. Happy customers are more likely to leave positive reviews and recommend your shop to others.
Promote your shop on social media: Use social media platforms like Instagram, Pinterest, and Facebook to promote your products and drive traffic to your Etsy shop. Consider running ads to reach a wider audience.
Stay up-to-date on Etsy policies and guidelines: Etsy’s policies and guidelines can change over time, so it’s important to stay informed and comply with all the rules. This will help you avoid any issues with your account or listings.
Etsy is a great platform for creative entrepreneurs who want to earn passive income by selling their handmade or vintage items, as well as unique factory-manufactured goods. By following the tips outlined in this article, you can set up a successful Etsy shop and start earning money from your creative talents. Just remember to be patient and persistent, and don’t be afraid to experiment and try new things. Good luck!
Kobo is an e-book and audiobook distribution platform that was launched in 2010. It is a popular choice among readers and authors, as it offers a wide range of features and benefits. In this blog post, we’ll explore everything you need to know about the Kobo platform, from its history and features to how to use it effectively as a reader or author.
Kobo was founded in Toronto, Canada, in 2009, and was initially backed by Indigo Books & Music, Borders Group, REDgroup Retail, and Cheung Kong Holdings. The platform was launched in 2010, and has since grown to become a major player in the e-book market, competing with giants like Amazon’s Kindle and Barnes & Noble’s Nook.
Salient Features of Kobo
The Kobo platform offers a wide range of features for readers, including a massive library of e-books and audiobooks, customizable reading settings, and social reading features. Readers can also sync their reading progress across multiple devices, and use Kobo’s reading app on smartphones and tablets. For authors, Kobo offers a self-publishing platform called Kobo Writing Life, which allows them to publish their works directly on the platform.
Using Kobo is easy and straightforward. Readers can create an account on the platform and start browsing and buying e-books and audiobooks. The Kobo reading app is available for free on smartphones and tablets, allowing readers to access their library on the go. Authors can also create a Kobo Writing Life account and upload their books directly to the platform.
Kobo Writing Life (KWL)
Kobo Writing Life is a self-publishing platform that allows authors to publish and distribute their books on the Kobo platform. It is a free, easy-to-use platform that provides authors with complete control over their publishing process. Here are some of the key features of the Kobo Writing Life platform:
Easy publishing process: Kobo Writing Life allows authors to publish their books in just a few simple steps. They can upload their manuscript, set the price, and choose the distribution channels.
Global distribution: Kobo Writing Life distributes e-books to more than 190 countries worldwide. This means that authors can reach a global audience with their books.
Competitive royalties: Kobo Writing Life offers competitive royalties to authors. They can earn up to 70% of the list price for their e-books.
Sales dashboard: Kobo Writing Life provides authors with a sales dashboard where they can track their sales and earnings in real-time. This allows authors to stay on top of their sales and adjust their marketing strategies accordingly.
Promotional tools: Kobo Writing Life provides authors with a range of promotional tools to help them promote their books. These tools include the ability to create discount codes, run price promotions, and participate in Kobo’s promotional campaigns.
Kobo Dashboard
Some twitter accounts you can follow to learn more about Kobo:
Overall, Kobo Writing Life is a great platform for authors who are looking to self-publish their books. It offers a range of features and benefits that make it easy and convenient to publish and distribute e-books on the Kobo platform. Whether you’re a new author or an experienced one, Kobo Writing Life is definitely worth considering as a publishing platform.
Ghostwriting is a writing service that has been around for centuries and has been used in many different industries. It is a process where a writer creates content for another person who will be credited as the author. Ghostwriting can take many forms, including writing entire books, composing articles or blog posts, creating speeches, or crafting marketing copy. This service is especially beneficial for busy individuals or organizations that want to produce high-quality written content without having to spend time and resources writing it themselves.
The Benefits of Ghostwriting
One of the primary benefits of ghostwriting is that it allows individuals and organizations to produce high-quality written content without having to do the writing themselves. Ghostwriters have the writing skills, expertise, and experience necessary to produce content that is engaging, informative, and well-researched. They work behind the scenes to create content that meets the specific needs and requirements of their clients.
Another advantage of ghostwriting is that it provides a level of flexibility and control over the content creation process. Clients can work with their ghostwriters to determine the tone, style, and voice of the content. They can provide input on the subject matter and give feedback on drafts. Ghostwriters can also adapt their writing to match the client’s brand, style, and tone of voice. This level of control and collaboration ensures that the final product is exactly what the client wants and needs.
For ghostwriters, the benefits are many as well. Ghostwriting can be a lucrative career for writers who are able to produce high-quality content quickly and efficiently. They have the freedom to work on a variety of different projects, allowing them to develop their skills and build their portfolio. Additionally, ghostwriting can provide an opportunity for writers to work with clients from a range of industries, helping them to develop a diverse range of skills and experiences.
The Challenges of Ghostwriting
One of the main challenges of ghostwriting is maintaining the confidentiality and anonymity of the writing process. Ghostwriters are required to sign non-disclosure agreements, which prohibit them from revealing the identity of their clients or discussing the details of the projects they work on. This level of confidentiality is essential to protect the reputation of both the client and the ghostwriter.
Another challenge of ghostwriting is ensuring that the content produced is original and not plagiarized. Ghostwriters must take care to conduct thorough research and to properly cite any sources used. Additionally, they must ensure that the content they produce is not similar to existing content, as this could lead to legal issues and harm the reputation of both the client and the ghostwriter.
The Future of Ghostwriting
With the growth of digital media and the increasing demand for high-quality written content, ghostwriting is likely to continue to be a popular and valuable service. As technology advances, it is possible that the process of ghostwriting may become even more streamlined and efficient, allowing for even greater collaboration between clients and ghostwriters.
In conclusion, ghostwriting is a valuable service that can help individuals and organizations produce high-quality written content. Ghostwriters are skilled and experienced writers who work behind the scenes to create content that meets the specific needs and requirements of their clients. With the benefits and challenges of ghostwriting, it is important for both clients and ghostwriters to work together to ensure that the writing process is both successful and confidential.
Becoming a Ghostwriter
Becoming a ghostwriter is a great career choice for individuals with a passion for writing and a desire to help others tell their stories. To become a successful ghostwriter, it is important to have strong writing skills, be able to work independently and manage multiple projects simultaneously, and have a good understanding of the writing process.
To get started as a ghostwriter, it is recommended to build a strong portfolio of writing samples. This can be achieved by writing blog posts, articles, or even full-length books on a variety of different subjects. As you build your portfolio, you can start reaching out to potential clients and promoting your services.
Networking is also an important part of building a successful ghostwriting career. Joining writing groups, attending industry events, and connecting with other writers can help you to find new clients and build your network. Additionally, you may want to consider taking courses or workshops to improve your writing skills and to learn more about the ghostwriting process.
Platforms that Offer Ghostwriting Services
There are many platforms that offer ghostwriting services, making it easy for clients to find a ghostwriter who can meet their needs. Some of the most popular platforms include:
Fiverr: Fiverr is an online marketplace where freelancers can offer their services to clients. Ghostwriters can create a profile, showcase their portfolio, and start taking on clients.
Upwork: Upwork is another online marketplace that connects freelancers with clients. Ghostwriters can create a profile, bid on projects, and start earning money.
Reedsy: Reedsy is a platform specifically designed for authors and publishers. Ghostwriters can create a profile, showcase their portfolio, and start working with clients.
Freelance Writing Jobs: Freelance Writing Jobs is a platform that connects writers with clients. Ghostwriters can create a profile, bid on projects, and start earning money.
Choosing the right platform to offer ghostwriting services can be a challenge. It is important to research each platform and determine which one is the best fit for your needs. Factors to consider include the types of clients and projects available, the fees charged, and the level of support and resources provided.
Books that can help you develop your ghostwriting skills
“The Ghost” by Robert Harris: This book is a fiction novel that gives you an inside look at the life of a ghostwriter.
“The Anatomy of Story: 22 Steps to Becoming a Master Storyteller” by John Truby: This book provides a comprehensive guide to the art of storytelling and can help you develop your storytelling skills, which are essential for ghostwriting.
“The Elements of Story: Field Notes on Nonfiction Writing” by Francis Flaherty: This book provides a guide to the basics of storytelling, including structure, characterization, and setting, and can help you develop your skills as a nonfiction ghostwriter.
“The Complete Guide to Ghostwriting” by Eva Shaw: This book provides a comprehensive guide to the world of ghostwriting, including information on how to get started, how to find clients, and how to build a successful career as a ghostwriter.
By reading these books and studying the techniques and approaches of successful ghostwriters, you can develop your skills, find your voice, and build a successful career as a ghostwriter.
Learning from Twitter
You can follow some useful profiles and learn a lot from twitter threads on Ghost-writing. I am sharing few here:
Here’s your complete guide to Twitter Ghostwriting:
Over the past 4 years, I have ghostwritten more than 2,000 articles for startup founders, C-level executives, Silicon Valley investors, and more.
Want to know a secret?
I use the same 5 templates every time.
🧵👇
— Nicolas Cole 🚢🏴☠️ (@Nicolascole77) June 8, 2021
How much pay you can expect?
As a ghostwriter, the amount you can expect to earn will depend on a variety of factors, including your writing skills, experience, and niche. Some ghostwriters charge by the hour, while others charge a flat fee for a specific project. On average, ghostwriters can earn anywhere from $20 to $100 per hour, depending on the complexity of the project and their level of experience.
For book-length projects, ghostwriters can earn anywhere from $10,000 to $100,000 or more, depending on the length and complexity of the book, as well as the reputation and experience of the ghostwriter. For example, a well-established ghostwriter with a strong reputation and a portfolio of best-selling books may charge significantly more than a newer ghostwriter with limited experience.
It is important to note that the amount you can earn as a ghostwriter will also depend on the type of client you work with. Some clients may be willing to pay more for a high-quality product, while others may be working within a tight budget and may not be able to pay as much.
Ultimately, the amount you can expect to earn as a ghostwriter will depend on your skills, experience, and niche, as well as the specific project you are working on and the client you are working with. With experience, you can develop a strong reputation, build a portfolio of work, and increase your rates.
In conclusion, ghostwriting is a rewarding career for individuals who have a passion for writing and a desire to help others tell their stories. With the growth of digital media and the increasing demand for high-quality written content, ghostwriting is likely to continue to be a popular and valuable service. To become a successful ghostwriter, it is important to have strong writing skills, build a portfolio, network, and choose the right platform to offer your services.
