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Latest posts

Last updated 1 day ago

A Step-By-Step Guide To Powering Your Application With LLMs

1 day ago

You might be wondering whether GenAI is just hype or external noise...

Behind the Magic: How Tensors Drive Transformers

1 day ago

Introduction Transformers have changed the way artificial intelligence works, especially in understanding...

LLM Evaluations: from Prototype to Production

1 day ago

Evaluation is the cornerstone of any machine learning product. Investing in quality...

AWS: Deploying a FastAPI App on EC2 in Minutes

2 days ago

Introduction AWS is a popular cloud provider that enables the deployment and...

Government Funding Graph RAG

2 days ago

In this article, I present my latest open-source project — Government Funding...

Choose the Right One: Evaluating Topic Models for Business Intelligence

2 days ago

Topic models are used in businesses to classify brand-related text datasets (such...

Predicting the NBA Champion with Machine Learning

2 days ago

Every NBA season, 30 teams compete for something only one will achieve...

Exporting MLflow Experiments from Restricted HPC Systems

3 days ago

Many High-Performance Computing (HPC) environments, especially in research and educational institutions, restrict...

How to Benchmark DeepSeek-R1 Distilled Models on GPQA Using Ollama and OpenAI’s simple-evals

3 days ago

The recent launch of the DeepSeek-R1 model sent ripples across the global...

An Existential Crisis of a Veteran Researcher in the Age of Generative AI

3 days ago

I was a researcher fifteen years ago. A PhD candidate doing Research...

Why Most Cyber Risk Models Fail Before They Begin

3 days ago

Cybersecurity leaders are being asked impossible questions. “What’s the likelihood of a...

Data Science: From School to Work, Part IV

3 days ago

Introduction Let’s start with a simple example that will appeal to most...