Recap: The Path to Building A Next Generation Algorithmic Trading Platform

Free AI web copilot to create summaries, insights and extended knowledge, download it at here

3868

Abstract

  <div><h3>Create strategies, backtest them, and optimize them using a genetic strategies</h3></div>
            <div><p>medium.com</p></div>
          </div>
          <div>
            <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/1*zpQuWH30ZMuu2H8z6uZvyw.png)"></div>
          </div>
        </div>
      </a>
    </div><h1 id="18d0">I created an open-source automated trading platform. Here’s how much it’s improved in a year.</h1><p id="e9ce">It took months of engineering to fix the inherent problems with NextTrade. This article describes the challenges I faced with NextTrade and the specific changes that were implemented to “fix” the platform. It also describes the new features within NexusTrade, including its AI-powered chat.</p><div id="5793" class="link-block">
      <a href="https://readmedium.com/i-created-an-open-source-automated-trading-platform-heres-how-much-it-s-improved-in-a-year-317b6e068254">
        <div>
          <div>
            <h2>I created an open-source automated trading platform. Here’s how much it’s improved in a year.</h2>
            <div><h3>One year ago, I wrote about my open-source algorithmic trading platform, NextTrade. I demonstrate why NextTrade is the…</h3></div>
            <div><p>medium.com</p></div>
          </div>
          <div>
            <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/1*N1sDDP8xTd2_OZr4x9eXeA.png)"></div>
          </div>
        </div>
      </a>
    </div><h1 id="df73">Building a Micro-SaaS From the Ground Up: Ideation</h1><p id="4a32">NexusTrade continues to grow every day, almost entirely due to these articles and its AI-powered chat. The AI-Chat is an engineering masterpiece and has potential applications outside of finance, including education and business automation. Yet, in order to implement an AI-powered, you need deep technical expertise. At the very least, you need to be a proficient software developer with an understanding of APIs. For most people, you’ll also need a rudimentary understanding of neural networks and different AI algorithms and techniques.</p><p id="7916">Certain concepts, like Retrieval Augmented Generation (RAG), are inaccessible to non-technical users but are extremely useful for everybody. Students, teachers, business owners, and workers can all utilize AI-powered chats to enhance their workflows and make their lives easier.</p><p id="4bfb">For this reason, we’re building a new platform called <a href="https://nexus-genai.com/blog">NexusGenAI</a>. NexusGenAI will allow non-technical users to configure advanced chatbots in an easy-to-use interface. In its essence, it will be an advanced prompt management system that allows users to run AI workflows. Moreover, it will have a library of ready-to-use chatbots so individuals can immediately start extracting value from it.</p><div id="4bf5" class="link-block">
      <a href="https://nexustrade.io/blog/building-a-micro-saas-from-the-ground-up-ideation-20231031">
        <div>
          <div>
            <h2>Building a Micro-SaaS From the Ground Up: Ideation</h2>
            <div><h3>From Aurora's Insights: The AI-Focused Finance Blog Psst! You! This article was originally shared on Medium. If you…</h3></div>
            <div><p>nexustrade.io</p></div>
          </div>
          <div>
            <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*2rhC1FjXWcl6AXw4)"></div>
          </div>
        </div>
      </a>
    </div><h1 id="5181">Experiment: Deploying ChatGPT-generated trading strategies to the market</h1><p id="db61">Finally, this recap would be incomplete without going through our unprecedented experiment. Harnessing t

Options

he power of ChatGPT and genetic optimization, we’ve created completely AI-generated algorithmic trading strategies to launch for an experiment. The goal of the experiment was simple — to showcase the speed of configuring a strategy with ChatGPT. Seeing the outcomes was more out of an afterthought; while I wouldn’t have expected a simple two-ruled trading strategy to be effective, it’s shown some surprising promise in the past few weeks.</p><p id="1e24">All of the articles that were published about the experiment are here (in chronological order):</p><ul><li><a href="https://medium.datadriveninvestor.com/chatgpt-generated-my-algorithmic-trading-strategy-it-beat-the-market-ba00e9059f3c">ChatGPT generated my algorithmic trading strategy. It beats the market (in backtesting).</a></li><li><a href="https://readmedium.com/unleashing-ai-in-trading-a-real-world-experiment-with-chatgpt-generated-strategies-9a41003e51cd">A Real-World Experiment with ChatGPT-Generated Strategies</a></li><li><a href="https://readmedium.com/i-launched-5-different-ai-generated-portfolios-into-the-market-e659a0df6a50">I launched 5 different AI-generated portfolios into the market. Here’s what happened over the past week.</a></li><li><a href="https://readmedium.com/a-real-world-experiment-with-chatgpt-generated-portfolios-an-update-be6a09052fdd">A Real World Experiment with ChatGPT-generated Portfolios — An Update</a></li><li><a href="https://readmedium.com/ive-deployed-a-chatgpt-generated-algorithmic-trading-strategy-it-s-beating-the-market-5d8783fd79b9">I’ve deployed a ChatGPT-generated algorithmic trading strategy. It’s beating the market.</a></li></ul><h1 id="d6a3">Wrapping Up</h1><p id="7e51">NexusTrade is on a path to becoming the most advanced AI-powered automated investing platform. Its path has been a rollercoaster filled with peaks, troughs, and crazy fast acceleration. NexusTrade itself has led to the ideation of <a href="https://nexus-genai.com/blog">NexusGenAI</a>, which will revolutionize how non-technical users interact with AI systems.</p><p id="3070">Thank you for reading! Please subscribe to my newsletters to stay up-to-date on my journey and learn more about AI and Finance.</p><div id="11e9" class="link-block"> <a href="https://nexus-genai.com/"> <div> <div> <h2>NexusGenAI</h2> <div><h3>Next Generation Generative AI Configuration. Build your AI Application with no code.</h3></div> <div><p>nexus-genai.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*D0FtIC2upUf_J5eW)"></div> </div> </div> </a> </div><div id="4359" class="link-block"> <a href="https://nexustrade.io/"> <div> <div> <h2>NexusTrade</h2> <div><h3>AI-Powered Finance. The fastest, most configurable, no-code platform to exist. Express, evaluate, and optimize your…</h3></div> <div><p>nexustrade.io</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*ZMcinzksHvhCQb0K)"></div> </div> </div> </a> </div><p id="fe6e">📚 Follow our thought pieces on <a href="https://medium.com/@austin-starks">Medium</a></p><p id="c481">🤝 Connect with me on <a href="https://www.linkedin.com/in/austin-starks/">LinkedIn</a></p><p id="b2c4">👨‍💻 Explore our projects on <a href="https://github.com/austin-starks/">GitHub</a></p><p id="3f95">📸 Catch us on <a href="https://www.instagram.com/starkstechnology/">Instagram</a></p><p id="e960">🎵 Dive into our <a href="https://www.tiktok.com/@starkstechnology">TikTok</a></p></article></body>

Recap: The Path to Building A Next Generation Algorithmic Trading Platform

This year I’ve published dozens of articles related to AI, Finance, and the intersection between the two. The reception has been nothing short of outstanding, as people are getting more curious on how to apply AI algorithms into finance.

543 users and growing everyday

With over 500 users with an account and 60 users subscribed to Aurora’s Insights, we greatly appreciate the support you’ve been showing us! This article is going to be a recap on the path to building NexusTrade — the AI-Powered Automated Investing Platform.

This article was originally posted on Aurora’s Insights. Subscribe to stay up-to-date on finance, artificial intelligence, and the intersection between the two.

Building a Micro-SaaS From the Ground Up: Ideation

NexusTrade continues to grow every day, almost entirely due to these articles and its AI-powered chat. The AI-Chat is an engineering masterpiece and has potential applications outside of finance, including education and business automation. Yet, in order to implement an AI-powered, you need deep technical expertise. At the very least, you need to be a proficient software developer with an understanding of APIs. For most people, you’ll also need a rudimentary understanding of neural networks and different AI algorithms and techniques.

Certain concepts, like Retrieval Augmented Generation (RAG), are inaccessible to non-technical users but are extremely useful for everybody. Students, teachers, business owners, and workers can all utilize AI-powered chats to enhance their workflows and make their lives easier.

For this reason, we’re building a new platform called NexusGenAI. NexusGenAI will allow non-technical users to configure advanced chatbots in an easy-to-use interface. In its essence, it will be an advanced prompt management system that allows users to run AI workflows. Moreover, it will have a library of ready-to-use chatbots so individuals can immediately start extracting value from it.

Experiment: Deploying ChatGPT-generated trading strategies to the market

Finally, this recap would be incomplete without going through our unprecedented experiment. Harnessing the power of ChatGPT and genetic optimization, we’ve created completely AI-generated algorithmic trading strategies to launch for an experiment. The goal of the experiment was simple — to showcase the speed of configuring a strategy with ChatGPT. Seeing the outcomes was more out of an afterthought; while I wouldn’t have expected a simple two-ruled trading strategy to be effective, it’s shown some surprising promise in the past few weeks.

All of the articles that were published about the experiment are here (in chronological order):

Recap: The Path to Building A Next Generation Algorithmic Trading Platform

Aurora's Insights

Get the latest information about the AI, Finance, and the intersection between the two.

I created NextTrade: An open-source automated trading platform

GitHub - austin-starks/NextTrade: A system that performs algorithmic trading

A system that performs algorithmic trading. Contribute to austin-starks/NextTrade development by creating an account on…

I created NextTrade: An open-source automated trading platform

Create strategies, backtest them, and optimize them using a genetic strategies

I created an open-source automated trading platform. Here’s how much it’s improved in a year.

I created an open-source automated trading platform. Here’s how much it’s improved in a year.

One year ago, I wrote about my open-source algorithmic trading platform, NextTrade. I demonstrate why NextTrade is the…

Building a Micro-SaaS From the Ground Up: Ideation

Building a Micro-SaaS From the Ground Up: Ideation

From Aurora's Insights: The AI-Focused Finance Blog Psst! You! This article was originally shared on Medium. If you…

Experiment: Deploying ChatGPT-generated trading strategies to the market

Wrapping Up

NexusGenAI

Next Generation Generative AI Configuration. Build your AI Application with no code.

NexusTrade

AI-Powered Finance. The fastest, most configurable, no-code platform to exist. Express, evaluate, and optimize your…