7. Software Development Use Case: Field of Architecture and Product design can benefit immensely: Automatically generate floor plans, furniture layouts, and industrial parts. Tools: Autodesk Dreamcatcher, Spacemaker AI, nTopology. Advantages: Enables rapid prototyping, optimizes material usage, and inspires novel design variations. Check: Must rely on domain-experts for final reviews e.g., [...]
The aim of this blog is to simplify one’s understanding of Machine Learning (ML) Modeling. It is not rocket-science and for sure shouldn’t feel like it. Use Case It all starts with a Use Case (while keeping an end goal in mind). Suppose we want to leverage Machine Learning Models [...]
With the advancement in Generative AI technologies and tools such as ChatGPT, Bard, Stable Diffusion, and othes, AI-created content has become ubiquitous. The temptation to fully rely on GenAI tools is very real. However, we must strive to maintain trust and originality especially in the areas such as education, journalism, [...]
Machine Learning (ML) modeling is evolving rapidly, driven by breakthroughs in AI, computing power, and automation. As we move further into 2025, staying ahead means embracing the latest trends and innovations shaping the future of ML. Key Trends Transforming ML Modeling in 2025 1. Automated Machine Learning (AutoML) 2.0 Trend: [...]
Cutting Through the Gen AI Hype: The Key to Competitive Differentiation Gen AI and LLMs are powerful, but widely available – meaning they won’t give you a competitive edge. To truly differentiate, companies must go beyond off-the-shelf AI and leverage their unique assets. While these technologies can enhance efficiency and [...]