Unfolding the universe of possibilities..

Journeying through the galaxy of bits and bytes.

Optimization with Surrogate Models via Symbolic Regression

A step-by-step example Continue reading on Towards Data Science »

Big O — A Practical Approach

Using code examples to implement Big O best practices. How a mindset shift can drastically improve code performance at runtime Continue reading on Towards Data Science »

Exploring mergekit for Model Merge and AutoEval for Model Evaluation

My observations from experimenting with model merge, evaluation, and fine-tuning Continue reading on Towards Data Science »

Evaluating LLMs in Cypher Statement Generation

Step-by-step tutorial for assessing the accuracy of generated Cypher Statements Image generated by DALL-E Shortly after large language models (LLMs) became popular, we realized they were decent at translating natural language to database queries such as SQL and Cypher. To enable

Map-Matching for Speed Prediction

How fast will you drive? Photo by Julian Hochgesang on Unsplash When planning future vehicle routes, you trust the digital map providers for accurate speed predictions. You do this when picking your phone up to prepare for a car trip or, in

Building, Evaluating and Tracking a Local Advanced RAG System | Mistral 7b + LlamaIndex + W&B

Learn how to build, evaluate and track advanced RAG system using local Mistral-7b, LlamaIndex, and W&B. Step-by-step guide with code. Continue reading on Towards Data Science »