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41 nuggets found
AfyaCore HMIS: Master Patient Index & FEFO Pharmacy Inventory Engine (Premium)
High-volume hospital EMR architecture combining longitudinal patient record indexing, FEFO (First Expired First Out) stock batch control, and M-Pesa/insurance billing reconciliation.Requires Premium Membership (KES 500/month) to unlock full database schema,...
// AfyaCore HMIS FEFO Stock Allocation Engine
namespace App\Services;
class PharmacyBatchService {
public function allocateFEFOStock(int $itemId, int $requestedQty): array {
$batches = StoreBatch::where('item_id', $itemId)
->where('quantity_remaining', '>', 0)
->...PlatePoa ALPR: OpenCV & PyTorch License Plate Extraction Pipeline (Premium)
Automated License Plate Recognition (ALPR) model running YOLOv8 detection, homography perspective deskewing, and EasyOCR character parsing optimized for East African registration plates.
# PlatePoa AI Vehicle Plate Extractor
import cv2
import torch
import numpy as np
def extract_plate_number(image_path, model, ocr_reader):
img = cv2.imread(image_path)
results = model(img)
for r in results:
boxes = r.boxes.xyxy.cpu().numpy()
for box in boxes:...Network SIEM: Wazuh Syslog Collector & Automated IP Containment (Premium)
Real-time threat monitoring pipeline ingesting Syslog streams, identifying SSH/Nginx brute-force attacks, and executing automated IPTables / UFW firewall IP drops.
# Network SIEM Automated Containment Handler
import sys
import json
import subprocess
def handle_wazuh_alert(alert_data):
rule_id = alert_data.get("rule", {}).get("id")
src_ip = alert_data.get("data", {}).get("srcip")
# Rule 5712: SSH Brute force attack detected
if rule_id in [...TB Detection AI: DenseNet-121 Chest X-Ray Diagnostic Assistant (Premium)
Medical computer vision model predicting pulmonary Tuberculosis opacity from DICOM/PNG chest X-rays with Grad-CAM visual heatmaps for radiologist validation.
# TB Detection AI Model Inference
import torch
import torchvision.transforms as transforms
from PIL import Image
def predict_tb(image_path, model):
transform = transforms.Compose([
transforms.Resize((224, 224)),
transforms.ToTensor(),
transforms.Normalize(mean=[0.485, 0....Dynamics 365 Business Central: AL Language M-Pesa Invoice Sync (Premium)
Business Central AL Extension connecting customer general ledger accounts with automated M-Pesa STK Push payment reconciliations and invoice posting.
// Business Central AL M-Pesa Invoice Reconciliation Codeunit
codeunit 50100 "MPesa Payment Handler"
{
trigger OnRun()
begin
end;
procedure ProcessMPesaCallback(DocNo: Code[20]; AmountPaid: Decimal; TransCode: Code[30])
var
CustLedgerEntry: Record "Cust. Ledger Entry";...KenyaVerified Gateway: National ID & Business Registry Verification API (Premium)
Unified identity verification & anti-fraud gateway for verifying Kenya National ID numbers, business registration status, and tax compliance via secure REST webhooks.
// KenyaVerified National Registry Verification API
namespace App\Services;
use Illuminate\Support\Facades\Http;
class KenyaVerifiedService {
public static function verifyNationalId(string $idNumber, string $dob): array {
$response = Http::withHeaders([
'X-API-KEY' => confi...Polling the Meta Graph API with Auto-Pagination in Python
The Meta Graph API returns results one page at a time. Every response that has more data includes a paging.next cursor URL. The pattern below wraps that into a single...
import requests
import time
from collections import Counter
BASE = "https://graph.facebook.com/v20.0"
# ── helpers ──────────────────────────────────────────────────────────────
def g(url: str, token: str, params: dict = None) -> dict:
"""GET a Graph API endpoint, automatically injecting the...Generating Styled Excel & PowerPoint Reports Automatically with Python
After collecting data from APIs or scraping, the next step is usually turning it into a document a non-technical stakeholder can open and read. openpyxl writes styled Excel workbooks; python-pptx...
# pip install openpyxl python-pptx
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter
from pptx import Presentation
from pptx.util import Inches, Pt
from pptx.dml.color import RGBColor
# ── shared theme ────────────...Automating FTP Deployments in Python with Smart Change Detection & Retry
Manually uploading files over FTP after every code change is error-prone and slow. A Python script using the built-in ftplib module can automate this completely — uploading only changed files,...
"""
ftp_deploy.py — upload only changed files, retry on drop, clear caches.
Usage:
python ftp_deploy.py
"""
import ftplib
import io
import os
import socket
import time
import urllib.request
import urllib.error
# ── config ────────────────────────────────────────────────────────────────
FTP_HOS...