Blog

A collection of thoughts, projects, and ideas.

Evolving Code at Test Time — Building a Mini AlphaEvolve on My Laptop

Exploring how LLMs can write, test, and evolve code to solve problems, inspired by DeepMind's AlphaEvolve but built on a laptop.

11 min read · November 18, 2025

2025 · agents evolutionary-algorithms llms test-time-compute
From Docs to Answers: My Smolagents + Docling + DuckDB Experiment 🤖

Testing smolagents, docling, and duckdb through an agent that RAGs for you.

8 min read · June 25, 2025

2025 · agents RAG llms transformers
A Conditional GAN for Data Augmentation: A Cautionary Tale

Balancing an image classification dataset using synthetic images

12 min read · February 23, 2025

2025 · GAN image-classification deep-learning keras
Test-Time Compute: My Take on Story Generation

Exploring test-time compute and beam search with a story generator app

8 min read · January 07, 2025

2025 · transformers llms test-time-compute beam-search
If your company is not doing ML, it (probably) won’t start any time soon either

5 min read · March 22, 2024

2024 · career-development opinion