With explainable AI, intuitive parameters easy to fine-tune, versatile, robust, fast to train, without any library other than Numpy. In short, you have full control… Read More »How to Build and Optimize High-Performance Deep Neural Networks from Scratch
Standard LLMs rely on prompt engineering to fix problems (hallucinations, poor response, missing information) that come from issues in the backend architecture. If the backend… Read More »How to design LLMs that don’t need prompt engineering
In today’s digital age, having a strong online presence is crucial for small businesses seeking to grow and thrive. One of the most effective ways… Read More »Crafting an effective link-building strategy for small business success
Learn practical tips to organize and manage your content library effectively. From content audits to CMS tools, discover strategies for optimizing, updating, and maintaining your content to improve performance and streamline your workflow.
In this article, I describe some of the most common types of databases that apps such as RAG or LLM rely upon. I also provide… Read More »Large AI Apps: Optimizing the Databases Behind the Scenes
If you, your team or your company design and deploy AI architecture, data pipelines or algorithms, having great diagrams to illustrate the workflow is a… Read More »Building Professional Diagrams: LLM/RAG Example with Source Code
One of the most popular discussion topics these days is AI developer vs AI scientist. Rather than switching from one to the other, I offer… Read More »Becoming a Hybrid AI Developer/Scientist
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
This is my third article related to LLM and GPT-like apps. See the first one, “Why and How I Created my Own LLM from Scratch”,… Read More »Better LLMs with Shorter Embeddings: Part 3
