Image for agentic mindset: why your ai strategy needs a new mental model After working with Data, ML and AI for many years, the biggest shift I see people struggle with is understanding that LLMs are probabilistic, not deterministic. If your team has a software engineering only background, this might feel deeply uncomfortable. We've spent decades building systems where the same input reliably produces the same output. That predictability is the foundation of everything we kno

As a Data and AI consultant with years of experience helping organizations harness emerging technologies, I've seen firsthand how AI is transforming the way we handle complex operational challenges. In today's fast-paced business landscape, where downtime can cost thousands by the minute and data volumes are exploding, traditional tools often fall short. That's where multi-agent AI systems come into play. Modular, intelligent frameworks powered by large language models (LLMs)

As cybercriminals become more sophisticated, the need for advanced fraud detection systems has never been more critical. Data science,...

When dealing with time series models, there are several common mistakes that people often make. Here are three I consider the most common...

In the ever-evolving landscape of data science, understanding the intricate processes that drive this field is crucial. Today, I want to...

For the real estate industry, the integration of advanced technologies such as computer vision and deep learning is revolutionizing...