algorithm – Ugur Candan

Forex News Trading with Machine Learning

Posted on 09/05/202609/05/2026 by Ugur

1 source·May 9, 2026 This research examines how machine learning can be used to systematically trade the foreign exchange market by analyzing macroeconomic news events. High-impact reports like Nonfarm Payrolls and interest rate decisions create predictable price patterns that can be exploited through sentiment analysis and deep learning models. The text highlights specialized tools like FinBERT and LLM-powered agents that process news data to predict currency movements and optimize trade execution. Beyond technical modeling, the…

USA Stocks Trading Algo Results: Golden Question: Which Yield Curve is better?

Posted on 22/11/202522/11/2025 by Ugur

Let’s see your peference. I have posted 4 Different Algo’s. they more or less do the same but the yield curves are very different. I have also linked the code blocks if you want to test it yourself.

What if Test: 30 Mounths of Turtle Trade Test

Posted on 03/11/202503/11/2025 by Ugur

Big‑picture summary (Turtle Trading Style) Time Span for Test: 1/1/2023 to 30/06/2025 Goal: Trade a Turtle‑style breakout on a top‑25, high‑liquidity universe using daily data.Entry: Go long when the current price breaks above the rolling 30‑day highest close. Exit (priority order):Stop‑loss at −25% from average entry price.Take‑profit at +30% from average entry price.Exit if price falls below the rolling 15‑day lowest close. Position sizing: Target 20% of portfolio value per position. ——— QuantConnect Code Generated…

What is the CAGR achieved in Trading by TOP Trader “James Simons”?

Posted on 15/07/202515/07/2025 by Ugur

Yes James Simons… I have been referring to him on different occasions. This math lover, who earned his PhD from the University of California, is known for founding and creating Renaissance Technologies Chern-Simons formwith a technical analysis style in its trading activities. Reported revenue reached $18.5 billion in 2018. Although James Simons was included in Bloomberg’s 2011 list of the 50 most influential people and was named “the world’s smartest billionaire” by the Financial Times…

Evolution of Algo Trading over years

Posted on 21/01/202521/01/2025 by Ugur

VWAP: Volume weighted average priceTWAP: Time weighted average pricePOV/Volume: These strategies are referred to volume inline, percentage of volume (POV), of participation rate algorithmsArrival Price: The arrival price algorithm has different meanings across different brokers and vendorsImplementation Shortfall: The IS algorithm is like the arrival price algorithm in many waysBasket Algorithms: Basket algorithms also known as portfolio algorithms are algorithms that manage the trade-off between cost and total basket risk based on a user specified…

Monthly Updated List of 157 Reliable MQL5 Signals – Test Starting for 2025

Posted on 15/12/202415/07/2025 by Ugur

As of 12122024 I have selected 157 signals from mql5 signal list. I had the following criteria Max Drawdown 40%Min 1% Profit per monthmin 50 trading weeksmin 1.5 profit factor Here is the list of 157 signals in an excel file. (I will attach the file here.) Every month I will update the results excel below. You would see the date and end result…. Enjoy 157 Signal report file is just up in the link…

GYIAD Presentation 2024

Posted on 30/08/202423/11/2025 by Ugur

Thanks to https://gyiad.org.tr/ for hosting me on their first ever large scale event. I was not even aware that they were recording the presentations. I am glad they did. I was talking about AI and how it is restructuring our Enterprise Applicaitons. I hope you will enjoy.

Some new videos to Understand What is happening around us?

Posted on 19/11/202324/11/2023 by Ugur

I have created two videos in the last few months… First one is created to give you a feeling of Worlds money markets. Second one is about a new perspective on Industry 4.0. I hope you can enjoy them…

DALL·E 2 vs Midjourney vs Stable Diffusion Test Results

Posted on 18/03/202318/03/2023 by Ugur

I have been wondering what would be the result? Tested the phrases below on the public servers. I am sure results would be better for paid versions but it can give you a clear idea. 1- an oil painting by Matisse of a humanoid robot playing chess 2- medieval marketplace trading with bitcoin Second one is much complex because it is really short in description. Lest generate the results List of public websites used:…

SAP and Some AI Examples–Where are we driving?

Posted on 12/03/202312/03/2023 by Ugur

SAP AI What are examples Oct2022 from ugur candan

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