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Hi, my name is Gamu and I help investors like you skip years ahead.

If you want to discover how you can get better results, faster, then you're in the right place.

You can get started with any of my free expert advisors, or you can read some of my publications if you thirst for knowledge.

What are you waiting for? A lifetime partnership towards your success starts here.

I offer consultation services if you need guidance on a project you are working on.

I'm working on Courses and Educational Books to provide you with more detailed information.

Whatsapp: (+267) 78 509 167
Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies (Part X): Can AI Power The MACD?
Reimagining Classic Strategies (Part X): Can AI Power The MACD?

Join us as we empirically analyzed the MACD indicator, to test if applying AI to a strategy, including the indicator, would yield any improvements in our accuracy on forecasting the EURUSD. We simultaneously assessed if the indicator itself is easier to predict than price, as well as if the indicator's value is predictive of future price levels. We will furnish you with the information you need to decide whether you should consider investing your time into integrating the MACD in your AI trading strategies.

Gamuchirai Zororo Ndawana
Added topic Plotting Indicator Values Into The Future For Begginers
I asked before for help on plotting future values directly on the chart, and I received informative help. I'd like to ask now, how can I plot into the future for your indicators. For example, I've got this indicator, shown in Fig 1, and I'd like to
Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies (Part IX): Multiple Time Frame Analysis (II)
Reimagining Classic Strategies (Part IX): Multiple Time Frame Analysis (II)

In today's discussion, we examine the strategy of multiple time-frame analysis to learn on which time frame our AI model performs best. Our analysis leads us to conclude that the Monthly and Hourly time-frames produce models with relatively low error rates on the EURUSD pair. We used this to our advantage and created a trading algorithm that makes AI predictions on the Monthly time frame, and executes its trades on the Hourly time frame.

Gamuchirai Zororo Ndawana
Published article Self Optimizing Expert Advisor With MQL5 And Python (Part V): Deep Markov Models
Self Optimizing Expert Advisor With MQL5 And Python (Part V): Deep Markov Models

In this discussion, we will apply a simple Markov Chain on an RSI Indicator, to observe how price behaves after the indicator passes through key levels. We concluded that the strongest buy and sell signals on the NZDJPY pair are generated when the RSI is in the 11-20 range and 71-80 range, respectively. We will demonstrate how you can manipulate your data, to create optimal trading strategies that are learned directly from the data you have. Furthermore, we will demonstrate how to train a deep neural network to learn to use the transition matrix optimally.

Gamuchirai Zororo Ndawana
Published article Gain An Edge Over Any Market (Part V): FRED EURUSD Alternative Data
Gain An Edge Over Any Market (Part V): FRED EURUSD Alternative Data

In today’s discussion, we used alternative Daily data from the St. Louis Federal Reserve on the Broad US-Dollar Index and a collection of other macroeconomic indicators to predict the EURUSD future exchange rate. Unfortunately, while the data appears to have almost perfect correlation, we failed to realize any material gains in our model accuracy, possibly suggesting to us that investors may be better off using ordinary market quotes instead.

Gamuchirai Zororo Ndawana
Published article Multiple Symbol Analysis With Python And MQL5 (Part I): NASDAQ Integrated Circuit Makers
Multiple Symbol Analysis With Python And MQL5 (Part I): NASDAQ Integrated Circuit Makers

Join us as we discuss how you can use AI to optimize your position sizing and order quantities to maximize the returns of your portfolio. We will showcase how to algorithmically identify an optimal portfolio and tailor your portfolio to your returns expectations or risk tolerance levels. In this discussion, we will use the SciPy library and the MQL5 language to create an optimal and diversified portfolio using all the data we have.

Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies in MQL5 (Part III): FTSE 100 Forecasting
Reimagining Classic Strategies in MQL5 (Part III): FTSE 100 Forecasting

In this series of articles, we will revisit well-known trading strategies to inquire, whether we can improve the strategies using AI. In today's article, we will explore the FTSE 100 and attempt to forecast the index using a portion of the individual stocks that make up the index.

Gamuchirai Zororo Ndawana
Published article Gain An Edge Over Any Market (Part IV): CBOE Euro And Gold Volatility Indexes
Gain An Edge Over Any Market (Part IV): CBOE Euro And Gold Volatility Indexes

We will analyze alternative data curated by the Chicago Board Of Options Exchange (CBOE) to improve the accuracy of our deep neural networks when forecasting the XAUEUR symbol.

Gamuchirai Zororo Ndawana
Published article Self Optimizing Expert Advisor With MQL5 And Python (Part IV): Stacking Models
Self Optimizing Expert Advisor With MQL5 And Python (Part IV): Stacking Models

Today, we will demonstrate how you can build AI-powered trading applications capable of learning from their own mistakes. We will demonstrate a technique known as stacking, whereby we use 2 models to make 1 prediction. The first model is typically a weaker learner, and the second model is typically a more powerful model that learns the residuals of our weaker learner. Our goal is to create an ensemble of models, to hopefully attain higher accuracy.

Gamuchirai Zororo Ndawana
Gamuchirai Zororo Ndawana
Cape-Town was a blast, I'd recommend this trip to anyone.
Gamuchirai Zororo Ndawana
Added topic ALGLIB For Beginners
I'm keen on learning how to use ALGLIB. However, all the articles I have read so far were teaching too many things at once for me to confidently follow along. Like there's theory in there about SVM, Neural Networks , Grokking Market Memory (I don't
Gamuchirai Zororo Ndawana
Published article Self Optimizing Expert Advisor with MQL5 And Python (Part III): Cracking The Boom 1000 Algorithm
Self Optimizing Expert Advisor with MQL5 And Python (Part III): Cracking The Boom 1000 Algorithm

In this series of articles, we discuss how we can build Expert Advisors capable of autonomously adjusting themselves to dynamic market conditions. In today's article, we will attempt to tune a deep neural network to Deriv's synthetic markets.

Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies in MQL5 (Part II): FTSE100 and UK Gilts
Reimagining Classic Strategies in MQL5 (Part II): FTSE100 and UK Gilts

In this series of articles, we explore popular trading strategies and try to improve them using AI. In today's article, we revisit the classical trading strategy built on the relationship between the stock market and the bond market.

Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies (Part VIII): Currency Markets And Precious Metals on the USDCAD
Reimagining Classic Strategies (Part VIII): Currency Markets And Precious Metals on the USDCAD

In this series of articles, we revisit well-known trading strategies to see if we can improve them using AI. In today's discussion, join us as we test whether there is a reliable relationship between precious metals and currencies.

Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies (Part VII) : Forex Markets And Sovereign Debt Analysis on the USDJPY
Reimagining Classic Strategies (Part VII) : Forex Markets And Sovereign Debt Analysis on the USDJPY

In today's article, we will analyze the relationship between future exchange rates and government bonds. Bonds are among the most popular forms of fixed income securities and will be the focus of our discussion.Join us as we explore whether we can improve a classic strategy using AI.

Gamuchirai Zororo Ndawana
Published article Gain an Edge Over Any Market (Part III): Visa Spending Index
Gain an Edge Over Any Market (Part III): Visa Spending Index

In the world of big data, there are millions of alternative datasets that hold the potential to enhance our trading strategies. In this series of articles, we will help you identify the most informative public datasets.

Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies (Part VI): Multiple Time-Frame Analysis
Reimagining Classic Strategies (Part VI): Multiple Time-Frame Analysis

In this series of articles, we revisit classic strategies to see if we can improve them using AI. In today's article, we will examine the popular strategy of multiple time-frame analysis to judge if the strategy would be enhanced with AI.

Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies (Part V): Multiple Symbol Analysis on USDZAR
Reimagining Classic Strategies (Part V): Multiple Symbol Analysis on USDZAR

In this series of articles, we revisit classical strategies to see if we can improve the strategy using AI. In today's article, we will examine a popular strategy of multiple symbol analysis using a basket of correlated securities, we will focus on the exotic USDZAR currency pair.

Gamuchirai Zororo Ndawana
Published article Reimagining Classic Strategies (Part IV): SP500 and US Treasury Notes
Reimagining Classic Strategies (Part IV): SP500 and US Treasury Notes

In this series of articles, we analyze classical trading strategies using modern algorithms to determine whether we can improve the strategy using AI. In today's article, we revisit a classical approach for trading the SP500 using the relationship it has with US Treasury Notes.

Gamuchirai Zororo Ndawana
Added topic Failing to read a CSV file
Hi guys. I'm trying to read in a csv file with 2 rows and 8 columns and I keep failing.  I'm able to open the file, however I cannot yet access the content of the file. Here is my code
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