ML Fundamentals

There is a comfortable myth around becoming a programmer. It says you can watch a few courses, copy a...

Following up on heavy manufacturing data systems, actions speak louder than words. Today, we are...

Hey, I'm a web developer - building UIs with React, TypeScript, Tailwind, and modern web tools. A...

Building an “Internet Personality Predictor” using Machine Learning 🤖 I’m currently working on a fun...

How to use Inverse Propensity Scoring and Causal Embeddings to fix popularity bias in GNN recommender systems.

The Algorithm Hiding Behind git diff You've run git diff hundreds of times. Red lines....

Every developer has seen this: 0.1 + 0.2 // 0.30000000000000004 Enter fullscreen mode ...

Full-text search is one of those features that looks simple until you have to ship it. Typos fail...

The Algorithm Hiding Behind git diff You've run git diff hundreds of times. Red lines....

# Why One Model Is Never Enough: Routing Incident Analysis With cascadeflow The first time our...

How mastering Go taught me how to master learning itself Most developers learn programming...

How mastering Go taught me how to master learning itself Most developers learn programming...

I've been hearing about embeddings for a while now, and even as someone who's very conversant with...

Late January 2026. A developer ships a social network over a weekend. No traditional code written —...

With AI currently powering decisions on life, money and justice, it is not just the prediction but...

One thing that isn't talked about enough in AI right now is how easy it has become to mistake a...

Martin Tuncaydin explores the engineering challenges behind AI-driven dynamic pricing in hotels, from real-time feature engineering to scaling revenue man…

Imagine Elasticsearch as a huge digital library system, and Apache Lucene as the high-performance...

Modern e-commerce platforms are no longer competing only on price or product variety. Today, customer...

In the previous post, I used a C++ CUDA example to look at memory coalescing and how memory access...

Python libraries make development much easier because you don’t have to build everything from...

Recommendation algorithms usually act like black boxes. I wanted to build a movie matchmaker that...

Every query hitting our AI layer was going straight to the most powerful model we had. A user...

A few months ago I wanted to estimate my own apartment's value in Warsaw. Every Polish AVM I found...

AI is heading toward a wall most people still don’t see: Inference cost. Memory...

When I started running open models locally, I was paranoid about quantization. Lower bit depths...

I've written hundreds of regular expressions over the years, and I still get them wrong on the first...

ur working on a react app. ur fan kicks on. u assume chrome is the culprit, or slack, or the LSP....

The Problem Two weeks ago, I got a knee MRI after a Brazilian Jiu-Jitsu injury (a "knee...

Mastering Regular Expressions: A Deep Dive into LeetCode 10 with Dynamic Programming Hey...

When I started learning Python, I kept running into questions like: Why does changing a list...

X's Feed Ranking Algorithm: How Grok Ranks 500M Posts in 200ms TL;DR...

Why Your AI-Built App Breaks at Scale (And How to Fix It) You built something in Lovable...

Deep dive into scheduling ML inference workloads on heterogeneous GPU clusters using Kubernetes 1.36 device plugin API v1beta1, topology manager policies (singl

Tired of uploading datasets to someone else's GPU? FrugalSloth trains small neural nets directly in...

TL;DR: Most drift monitoring setups alert on the wrong thing. Feature distribution drift is cheap to...

Python dominates ML development but struggles in production serving. The Rust sidecar pattern splits responsibilities: Python handles models, Rust owns the hot

LeetCode: Two Sum Given an array nums and a target, return indices of two numbers such...

We’ve been trying to figure out a real answer to a question that keeps coming up: how do you measure...

"What were our top 10 customers last quarter by revenue, as a bar chart?" DB-GPT translates that to...

If your data has relationships that involve more than two parties at once — co-authorship,...

Distillation + low‑rank tricks cut compute Combining knowledge distillation with low‑rank adapters...

If you have ever tried to apply Machine Learning to financial time series, you know the heartbreak of...

A no-jargon, story-first walkthrough of linear regression using a side project I actually ran on myself in Bengaluru. Math by hand, Python at the end.

A step-by-step guide to Sanity TypeGen: CLI config, generating TypeScript types from GROQ queries, CI integration, and handling schema evolution gotchas.

In following post I saw Designing Reliable Permission Models with Lean 4 ...

My embedding pipeline used to take many hours. I'd kick it off, go do other work, come back, find a...

Part 3 of 5 in the series: When Your AI Pipeline Grows Up In the previous post, we worked through...