Recent posts tagged python

I just released dicom-clean — an open-source CLI tool for HIPAA-compliant DICOM de-identification. Here's how it works and why I built it. The Problem Medical imaging files CT scans, MRIs, X-rays use a format called DICOM, which contains two things...

Most resumes are filtered by ATS software before a human ever reads them. This project is a backend API that checks how well a resume matches a job description and suggests how to improve it. What it does PDF resume parsing: extracts text from uplo...

Stop writing SQL strings that look like a ransom note. Here's how to write queries that are readable, safe, and maintainable. The Problem With "Good Enough" SQL Formatting Most Python developers start here: userid = 5 query = "SELECT FROM users ...

A. Introduction 1. Abstract Some people learning machine learning reach a stage where they can run code copied from tutorials but can't write it themselves. This post presents a No Shortcuts addendum which argues that one cause is the way librarie...

Most of us spend a surprising amount of time doing small, repetitive tasks. Renaming files, organizing folders, updating spreadsheets, checking data, writing reports, and copying information from one place to another can easily take hours every week....

Hey CoderLegion! 👋 It’s been a minute since I last posted here. I went heads-down into the trenches of building, and to be honest, I neglected this community while focusing heavily on LinkedIn. But I’m back, and I brought something with me. When...

By Imran Ghafoor · Python · Flask · React · PyMuPDF · Tesseract · Groq · GPT-OSS · Docker · Render A receipt looks simple until you try to turn it into reliable software data. The vendor may be printed at the top, the date may use an unfamiliar form...

Three parts in, JobCopilot had layers that worked but couldn't talk to each other. Part 1 gave me a structured-output layer — ParseOk/ParseError as data. Part 2 gave me retrieval — buildcontext pulling the top-8 resume chunks for a job description. ...

Kick has turned into the second streaming platform a lot of people actually watch. Big creators moved over, Slots and IRL took off, and anyone in marketing, esports, or creator analytics now gets the same questions about Kick that they used to get ab...

!Illustration of uncertainty in executionhttps://guetaquant.com/images/riesgo-ejecucion-mt5-2026.webp The smallest quoted point and the minimum price change used as a trading tick can differ. If a program divides an exit distance by SYMBOLPOINT but ...

Python teams usually start web security inside the framework. Django has auth, CSRF middleware, and an ORM. Flask has signed sessions, request hooks, and whatever validators you added. Those controls still matter. They are not the same thing as a web...

Protecting a Flask or Django application with a WAF is a placement decision, not a framework-plugin decision. The SafeLine introduction describes a self-hosted web application firewall that filters and monitors HTTP traffic between a web application ...

I sat down one afternoon with a list of six things I wanted to ship to JobSearch, the job hunting tool I wrote for my own job hunt and then kept running in production for exactly one user. Three small features, two pieces of tech debt, and one refact...

Well, Coder Legion community, sleep has completely slipped my mind tonight! After working on Duino-Coin optimization and a trigonometric roulette physics engine, I’ve now switched into "cybersecurity mode." Like any "delightfully eccentric" programme...

Yes, I’m back—and this time, we’re shattering all limits. Here is a C++ integrated Monero miner that won’t melt your processor:enter link description here1 import os import sys import subprocess import urllib.request import zipfile import json import...

I'm a computer engineering student in Manaus, Brazil, and for my research project I've been building ANCHOR, a web automation agent: you describe a task in plain language "Register Maria Silva, IT department, contractor, accept the terms and save", ...

Most of us can recognize where a sound is coming from without consciously thinking about it. If someone speaks to our left, we naturally turn in that direction. If a car passes behind us, we can often estimate its movement without seeing it. But ho...

Opus Clip, Submagic and Vidyo all work the same way: you upload a long video, the AI scores every moment for "virality", and you get the clips it likes. That is fine until you want something specific. When I am clipping a podcast for a client I don't...

Modern web applications generate a continuous stream of user activities. Users log in, update their profiles, create records, upload files, change permissions, and perform many other actions throughout the day. In a small application, tracking these ...