5 Useful Python Scripts for Advanced Data Validation & Quality Checks
Image by Author # Introduction Data validation doesn't stop at checking for missing values or…
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
TL;DR: a controlled four-phase experiment in pure Python, with real benchmark numbers. No API key.…
High-Low Frequency Detectors
This article is part of the Circuits thread, an experimental format collecting invited short articles…
A flexible library for auditing differential privacy
Differential privacy (DP) is a property of randomized mechanisms that limit the influence of any…
I Vibe Coded a Tool to That Analyzes Customer Sentiment and Topics From Call Recordings
Image by Author # Introduction Every day, customer service centers record thousands of conversations. Hidden…
I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing
rewrite of the same system prompt. You MUST return ONLY valid JSON. No markdown. No…
Learning the importance of training data under concept drift
The constantly changing nature of the world around us poses a significant challenge for the…
5 Free Ways to Host a Python Application
Image by Author # Introduction So, you are a student or someone just starting to…
How to Call Rust from Python
, Python is fast enough — especially when you lean on NumPy, Polars, or other well‑tuned libraries…