The world of commodity trading is in constant motion, driven by volatile markets, intricate logistics, and ever-evolving risks. For years, Commodity Trading and Risk Management (CTRM) systems have been the backbone of this industry, helping firms manage the complexities. But what if these systems could do more than just manage? What if they could predict,Continue reading “The Future of Commodity Trading: How AI is Reshaping CTRM”
Tag Archives: datascience
AIS-Not a blue dot anymore…
In the 2026 commodity landscape, AIS (Automatic Identification System) data is no longer just a “tracking” feed; it is the fuel for predictive logistics. By integrating AI-driven vessel intelligence into a CTRM, trading firms can move from reactive scheduling to proactive profit protection. Here are the specific elements of AI-enhanced vessel tracking and how theyContinue reading “AIS-Not a blue dot anymore…”
Deciphering the Stack: A 9-Layer Map of Modern Software Architecture 🗺️
Building modern software is a lot like constructing a complex skyscraper . It’s not just one big block of code; it’s a meticulously planned structure made up of interconnected layers, each specializing in a vital function. Understanding these layers is key to designing, developing, and scaling robust applications. Here’s a breakdown of the 9 essentialContinue reading “Deciphering the Stack: A 9-Layer Map of Modern Software Architecture 🗺️”
Unlocking Your Data: Tokens vs. API Keys Explained
In the world of data and services, authentication and authorization are the gatekeepers ensuring only the right people (or programs) get access. If your website, AnalystGuru.in, deals with data and analysis, you’ll constantly encounter two key tools used for this purpose: Tokens (like JWTs) and API Keys. While both are used to verify identity, theyContinue reading “Unlocking Your Data: Tokens vs. API Keys Explained”
Unleashing Data Insights with the Best Open Source Business Intelligence (BI) Python Libraries
In today’s data-driven world, businesses and organizations rely heavily on data analysis and visualization to make informed decisions and gain competitive advantages. Business Intelligence (BI) tools play a crucial role in enabling businesses to unlock insights from their data and turn them into actionable information. Python, a popular and powerful programming language, offers a plethoraContinue reading “Unleashing Data Insights with the Best Open Source Business Intelligence (BI) Python Libraries”
Building a Profit and Loss (PNL) Report with Atoti: A Step-by-Step Guide
Building a Profit and Loss (PNL) Report with Atoti: A Step-by-Step Guide Introduction: Profit and Loss (PNL) reporting is a critical function for financial institutions, providing insights into the financial performance of trading portfolios, investments, and other financial instruments. Accurate and effective PNL reporting is essential for decision-making, risk management, and financial analysis. Atoti, aContinue reading “Building a Profit and Loss (PNL) Report with Atoti: A Step-by-Step Guide”
What is Data Science & How Does Data Science Works?
What is Data Science? Data Science continues to be a hot topic among skilled professionals and organizations that are focusing on collecting data and drawing meaningful insights out of it to aid business growth. A lot of data is an asset to any organization, but only if it is processed efficiently. The need for storageContinue reading “What is Data Science & How Does Data Science Works?”
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