Executive Summary This document presents a comprehensive, APA-formatted analysis of 24 ensemble learning studies for Forex forecasting conducted between 2021 and 2025. The analysis standardizes performance metrics across heterogeneous reporting formats and provides method-specific rankings, architecture analysis, and implementation recommendations. Conclusion This comprehensive analysis of 24 Forex ensemble studies from 2021-2025 reveals significant advances in ensemble methods for currency forecasting. Key findings include: Major Trends: Best Practices: Research Gaps: Future Directions:
Read MoreAuthor: Ugur
Design of my Personal Agent – OpenClaw
His name is Mr No. It has a male character.His skills are explained in the attached pdf. Link to detailed PDF file.
Read MoreInternet Of Agents (IoA)
The IOA Blueprint Architecting the Future of Agentic Collaboration. (Link To PDF – a Must read) We are rapidly moving beyond the traditional Internet and the Internet of Things. Welcome to the era of the Internet of Agents, a foundational framework designed to seamlessly interconnect, dynamically discover, and collaboratively orchestrate autonomous AI agents at scaleUnlike the human-centric web or the trigger-based Internet of Things, the Internet of Agents is built for agent and knowledge connectivity….
Read MoreThe Pragmatist’s Guide to Enterprise AI in SAP World
Here is a simple, catchy summary of “The Pragmatist’s Guide to Enterprise AI”: A must read document in PDF format: https://ugurcandan.com/wp-content/uploads/2026/03/Enterprise-AI-Guide.pdf Are you tired of flashy AI pilots that never actually improve your bottom line? “The Pragmatist’s Guide to Enterprise AI” tackles the biggest roadblock in business AI today: the massive chasm between a cool demo and scalable production.As companies shifted from monolithic ERPs to fragmented “best-in-class” applications, their data became siloed. To fix this,…
Read More“New Trading Platform” From Scratch #1 – Infra Setup
I will start a new series called “New Trading Platform”. In this series I will design a transportable renewed platform from scratch. I will start from barebone metal server and build step by step a fully functional framework. Walkthrough: Proxmox Post-Installation Configuration I have successfully configured your fresh Proxmox installation on x.59.252.177. The system is now up-to-date and ready for use with the free No-Subscription repository. Changes Made 1. Repository Configuration 2. System Update 3. Subscription…
Read More“TradeLook” A new Front End for MyFXBook CSV Downlaod
By using AntiGravity I have created a new frontend for myfxbook.com CSV downloads. If you have a myfxbook registered tracked trading account you can just upload the downloaded CSV and start playing around to see the performance of different Magic Numbers. This is crucial for improving right sizing and having right algos performing. Link to Functionity: https://ugurcandan.com/tradelook/
Read MoreSAP TechEd 2025 session on “Extending SAP Joule with Joule Studio”
How Innovation Changes Even The Fighter Design?
It is not about “if we could design it” or “if we have already designed it” or “if china or USA would first design it”. I am not an expert on 6th generation air fighters. My comment is simple. Looking at the pace of technology progress should we have it already designed by now? We have self driving Taxi’s all around the planet. Not yet very popular but still we have them as a dominant…
Read MoreHow Innovation Kills Mega Projects -Example XB-70 Valkyrie 12 Billion USD Project
Here are the key project details of the XB-70 Valkyrie, one of the most ambitious aircraft programs of the Cold War: Original (1960s) Dollars Total program cost: $1.5 billion (USD) Adjusted for Inflation (Today’s Dollars)$12–14 billion USD (depending on inflation index used)This makes the XB-70 one of the most expensive experimental aircraft programs ever, especially considering: No production aircraftOnly one prototype survived Prototypes & Fate A must watch detail video below. XB-70A #1 (AV-1) First…
Read MoreTest Your Trading vs Investing Knowhow
If you do not understand what is going on below on a “Gamma scalping” strategy on BTC (bitcoin as an asset) You should never ever try trading on any asset class 🙂 How a real fund makes money from volatility (step-by-step, using $100,000 BTC) Assume: At the start:Delta-neutral. No directional risk. Now let’s see how they profit. Step 2 – BTC goes up 10% → $110,000 Straddle delta becomes +0.5 BTC.The fund is unintentionally long…
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