AQTIS Monthly Quant Tech Update #3: Trend Following Performance & AI Expert Fully Onboarded
GM!
We’re back with our Monthly Quant Tech update and have a lot of interesting things to share with you all. Our AI/Machine Learning Expert is onboarded, we’ve been meticulously refining and improving our Trend Following strategy, reaching impressive results and we have released a new interesting signal.
Let’s have a closer look.
📈 Refined Trend Following Strategy
This month’s major achievement is the completion of our refined Trend-Following strategy. Extensively verified across our chosen trading assets, it has shown remarkable success. Especially effective in longer timeframes, like the previous bullrun, this strategy has outperformed traditional hold strategies in over 50% of the assets by adeptly detecting upward trends and exiting during downturns.
📊 Stellar Trend Following Performance Tests for 2023
When focusing on the Trend Following Strategy Performance specifically in the year 2023, the results are even more impressive. We have achieved over 50% accumulated returns in 85% of our assets, and more than 100% returns in 55% of these assets.
These exceptional outcomes validate the completion of our proposed MVP for 2023, now fully operational in real-time. The algorithm executes and closes trades as designed, with real-time testing results aligning closely with our backtesting data.
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🤖 Our Machine Learning Expert Fully Integrated
We’re very pleased that our recently joined Machine Learning expert is now fully integrated into our team. Thanks to the warm welcome and collaborative spirit of our team, coupled with his eagerness to contribute to the project, he’s operating at full capacity, bringing a new level of excellence to our project.
🛠️ Data System Enhancements
We have recently incorporated a third-party data source. This addition has allowed our machine-learning algorithm to stabilize returns and minimize drawdowns, significantly enhancing the overall robustness of our strategies.
🔔 New “BTC Perp Alerts” Signal
You may have already seen it in our Discord, but we also launched our new free signal: “BTC Perp Alerts.” This tool monitors changes in open interest, allowing us to accurately predict asset movements. This cutting-edge signal enhances our ability to navigate the market with greater precision and confidence.
⏭️ Next Steps
Testing & Monitoring:
Now that we have our MVP system working in real-time, our primary goal is to monitor all the execution and be sure that everything works correctly.
Trend Following Performance Report:
We will make a quant report to show you how the trend-following system performs in 2023 and explain at a high level how it works.
Fine-Tuning our models:
Meanwhile, we’re working hard on our new models and signals to create the best version of AQTIS. This is an iterative process that requires a lot of fine-tuning.
❓ Questions or Feedback?
As always, we’re eager to answer all your questions and consider your suggestions. We’d love to hear your thoughts, so please share your feedback in our Discord.
That’s all for now. Stay tuned for more exciting updates, and we’ll catch you in the next one!
