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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...