The SeekerGen Journal

Notes on AI, ML and research.

Featured · Deep Learning

Attention, Demystified

A visual walk-through of the mechanism powering modern transformer models, built up from first principles.

Python

Ten Python Habits Worth Stealing

Small idioms that quietly make your code easier to read and maintain.

Statistics

Thinking in Priors

Why Bayesian reasoning belongs in every ML engineer's toolkit.

Machine Learning

The MLOps Stack, Practically

A practitioner's tour from experiment tracking to model monitoring.

Research

A PhD Student's Research Rhythm

The tools and weekly habits that keep a research workflow honest.

Deep Learning

Fine-Tuning on a Single GPU

How LoRA and QLoRA put large-model fine-tuning within reach.