Welcome! Mini Intro

This is a journey through my personal experience and knowledge. Hop in the car and let's explore!

Use the buttons below to navigate to different points of interest.

Contents of the page is as follows.

First checkpoint:Resume/CV.

Second checkpoint:Live trading Experience.

Third checkpoint:Macro aspect on the economy.

Fourth checkpoint:Idea generation.

Fifth checkpoint:Automated Trading System Results.

Go to the next checkpoint to see my CV.

About Me

I have a deep passion for finance, economics and investment who always is looking for ways to expand my knowledge.

I enjoy creating interactive experiences and learning new technologies.

Below is my CV with my FTMO certificated and my the5ers certificate. These are proprietary firms that fund individuals based on the merit of their skill sets.

Live Experience

Here are some proof and screenshots of my endevours in the trading market. I managed to make a £20 account go to £6000 in the matter of 3 days. This is extreme but I used my skillsets to look for the perfect market oppurtunity to capitalise on this endevour.

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My next trading endevour was £70 to £23,000. The last deposits were a deposit of profits back into the account as there was good oppurtunities to capitalise again.

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Macro Aspect

As of 2nd quarter 2025

This stop is to look at current market sentiment and direction. Right now the market look bullish and below are the reasons.

Looking at the m2 money supply the speed at which it is increasing is steady indicating no reversal or any disruptions.

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Also looking at the DXY (dollar index) we can see that it is in bearish momentum currently.

Running my python script we are able to see the folllowing data and charts. It is below its 30 day average and looking towards the ornstein-uhlenbeck process we can see a μ of 100.15 with a half life of 224.95 days. This can be due to the low θ figure which indicates the rate of reverting back to the mean. The data collected is the last 5 years.

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When looking towards the OU forecast we can see high volatility but towards the fourth quarter we can see all projections becoming bullish.

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Furthermore looking at treasury spreads, especially the 10s-2s, we are able to see an economic expansion rather than a contraction.

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Also looking at CPI and PPI data we are able to see the rate of change slow down it may be indicating disinflation with possible monetary policy taking place.

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Looking at the descriptive statistics we can see the standard deviation being 2.883% which is higher then the current 2.41% standard deviation level of CPI showing reduced volatility

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Looking at the 6 month lagged S&P500 price with the GDP data we can see that the S&P500 increases whilst the current GDP has dropped in 2025 in the first quarter. But this can be played off as fundamental reasoning with Trump first quarter in office. We should see a rebound up which is currently occuring.

Current outlooks

This stop is my current outlooks which I am projecting will occur with specific assets.

Rice Long

Global rice production for the 2024/25 season is forecast to reach a record 535.8 million metric tons (milled basis), nearly 3% higher than the previous year.

The FAO also projects a record global rice production of 538.9 million tonnes (milled basis) for the 2024/25 season

This increased demand is largely driven by population growth, urbanization, and dietary shifts towards rice as a staple food, particularly in Sub-Saharan African countries.

One market research report indicates the global rice market grew from USD 307.60 billion in 2024 to USD 315.63 billion in 2025 and is expected to continue growing at a CAGR of 2.58%, reaching USD 358.60 billion by 2030.

Global ending stocks in 2024/25 are forecast to increase to 183.2 million tons. For 2025/26, they are projected to be slightly higher at 185.1 million tons

We can see that from this demand is high with supply also matchcing. But this then also means if there is any weather effects price will drastically increase as the demand is only increasing.

05/06/2025

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Dry whey longs. The May 2025 WASDE report projects an average dry whey price of $0.535 per pound for 2025. This was an upward revision from previous forecasts

A key theme is the divergence between sweet whey powder and whey protein concentrates.

This market is facing downward pressure, with reluctant buyers anticipating further price declines due to projected increases in milk volumes and adequate production capacity.

In March 2025, total dry whey production in the U.S. was 70.0 million pounds, down 12.4% from March 2024

But there is a Increasing health and fitness consciousness globally is a major driver for whey protein demand, particularly for WPC and WPI.

02/06/2025

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Soybean longs. This is due to seasonality reasons and also Severe Drought Impact: Official Zambian Gov. forecast (May 2024) projects 169,700 Metric Tons (a 78% reduction from the previous season). Some market analysts had estimated around 150,000 tons.

Even though WASDE reports have been bearish looking at the droughts and early harvests in Argentina, importers like China will be willing to pay more for the better quality harvests

With the curret soybean supply we are able to see that their is a forecast of a decline with the soybean prices.

When looking at soybean volume we can see huge volume on prices on the upsides, whilst on the downside the biggest liquidity pools are a further 200points.

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This may mean without any fundamental reasoning or any governmental policies taking place short term money managers could push prices down 200 points for the short term but I believe this cannot be the case due to policies.

30/05/2025

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Brent oil Long. Looking towards brent oil we can see it is around a crucial price point. Furthermore looking at the managed money of brent oil we can see most money managers have now switched to a long position compared to a short position as seen for the last 5 months

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OPEC and its allies (OPEC+) have stated recently, they surprised the market by agreeing to a second consecutive monthly production increase of 411,000 barrels per day for June 2025

Increasing supply should reduce price but then managed money is long. This may be due to actual increase in supply being lower than the nominal figures due to some countries continuing to produce above targets, while others face capacity constraints or need to make compensatory cuts

Geopolitical risks, particularly in the Middle East, provide some underlying support and a risk premium

30/05/2025

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Sugar Short. For sugar we can see a trend of healthy diets emerging with companies also tackling the issue of sugar

This means that in the long run other artificial sweetners or replacements will replace sugar as seen in the substitution effect

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But looking at data we are seeing these forecasts being projected of global sugar consumption which is projected to reach approximately 177.92 million metric tons in the 2025/26 season, an increase from the estimated 175.44 million tons in 2024/25. This represents a growth of about 1.4%

But global sugar production is forecast to increase to 189.3 million metric tons in 2025/26. This increase is largely driven by expected bumper crops in Brazil and India.

This can indicate over supply of this crop so the following idea is a short term idea

14/05/2025

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Lean Hog Long. Looking at lean hog futures we can see strong bullish sentiment. Forecasts suggest a 2.7% increase in pork production compared to 2024

In China, lower pig slaughter is anticipated due to reduced sow numbers and improved pig performance which will decrease supply increase demand

Volatile feed costs, though generally lower in North America and Europe, remain a significant factor.

03/03/2025

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Automated Trading system

We shall look at the performance of my automated trading system over many assets to prove it is not over fitted and the results are good over many asset classes.

This was coded in python but i have adjusted it on metaeditor so it can run the system as my brokerage is on metatrader.

OJC: 2019 - 2025

The following results are from OJC (orange juice) with the system performing exceptionally well on it.

CAGR: 66.27% system

AAPL: 2017 - 2025

The following results are from AAPLE

CAGR: 25.284% system

JPM: 2019 - 2025

The following results are from JP Morgan.

CAGR: 40.14% system

DJft: 2017 - 2025

The following results are from Dow Jones Futures.

CAGR: 33.831% system