Unfolding the universe of possibilities..

Journeying through the galaxy of bits and bytes.

Augmenting LLMs with RAG

An End to End Example Of Seeing How Well An LLM Model Can Answer Amazon SageMaker Related Questions Continue reading on Towards Data Science »

Bridging Domains: Infusing Financial, Privacy, and Software Best Practices into ML Risk Management

Understanding strategies that go beyond traditional Model Risk Management Continue reading on Towards Data Science »

Don’t Forget Confidence Intervals for Your ML Product

Machine Learning is never 100% correct. Thus, an ML model is only helpful when users understand the uncertainty of predictions. Continue reading on Towards Data Science »

Matrix Multiplication on GPU

How to achieve state-of-the-art matrix multiplication performance in CUDA. “A minimalist art taking inspiration from Matrix Multiplication, in the style of vaporwave” by DALLE-2 This blog came from a sudden realisation of how little I knew about how matrix multiplication works on

TimesNet: The Latest Advance in Time Series Forecasting

Understand the TimesNet architecture and apply it on a forecasting task with Python Continue reading on Towards Data Science »

Byte-Pair Encoding For Beginners

An illustrative guide to BPE tokenizer in plain simple language Continue reading on Towards Data Science »

How to Extend Pandas DataFrames with Custom Methods to Supercharge Code Functionality & Readability

A step-by-step guide to extending pandas DataFrames with custom methods including full examples for implementing probability and expectancy Continue reading on Towards Data Science »

Dijkstra’s algorithm weighted by travel time in OSM networks

Finding the fastest and shortest path with the OSMNX 1.6 Continue reading on Towards Data Science »