digital-advertising

Open Source Ad Serving Platform with ML-Powered CTR Prediction | Self-hosted alternative to Google Ad Manager | Python, FastAPI, PyTorch

Open-source ad fraud detection for small businesses using machine learning. Detect click fraud and bot traffic from Google Ads, Facebook Ads, and other platforms. Completely free.

Pre-configured Media Kit Page using Gutenberg Block Patterns.

A novel approach to digital signage based user targeted advertising

AdVantage: A unified SaaS platform for managing multi-channel ad campaigns (Google Ads, Meta, etc.) with real-time analytics, lead tracking, and a cross-platform dashboard (React web & React Native mobile). Built with Node.js & MongoDB.

Batch-query Open Sincera publisher data to audit domains, analyze supply paths, and improve transparency in programmatic advertising.

A supervised machine learning model for classifying FEC expenditure data

Evaluation Dataset for "Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia" (TextGraphs-15 Workshop@NAACL 2021)

An AI agent for paid media — ad intelligence, creative testing, and ROAS optimization across PPC, paid social, and programmatic — backed by real ad-platform APIs.

🔧 Streamlit app for validating and optimizing ads.txt and app-ads.txt files. Auto-fix duplicates and syntax errors, detect malformed records, analyze account types and certification usage. Multi-source ingestion with CSV/JSON export for AdOps compliance workflows.

✅ Streamlit validator for ads.txt and app-ads.txt partner declarations. Multi-threaded bulk domain auditing with SSL fallback, soft-404 detection, partial match diagnostics, and error triaging. Built for AdOps workflows. Supports DIRECT/RESELLER validation, and CSV export.

🔍 Streamlit bulk scanner for ads.txt and app-ads.txt availability verification. Batch domain validation with soft-404 detection, line counting, timeout handling, and CSV export. Built for AdOps workflows requiring large-scale audits of IAB ad declaration files.

Unsupervised domain adaptation with non-stochastic missing data

The repository includes various analytics techniques and models that can be used to identify which campaigns are generating the most traffic, leads, and conversions. Additionally, the repository also provides various data visualization tools that can be used to create reports and dashboards to monitor the performance of digital advertising campaign

Machine learning system for predicting digital advertising campaign performance using regression models and a Flask API.

✅ Chrome extension for high-volume app-ads.txt validation with smart URL probing, IAB record parsing, and CSV export. Manifest V3 with timeout protection, HTML rejection, DIRECT/RESELLER counting, and batch processing. Built for AdOps compliance workflows and publisher audits.

Wall Mount Capacitive Touch Screen Poe Power WiFi/RJ45 Port Wall Mount WiFi Industrial LCD Tablet

Description: Programmatic advertising platform for Albanian-speaking markets.

Interscope Ads – Global data-driven performance marketing platform

AI agent knowledge base + analytics for launching Meta (Facebook/Instagram) ads like a seasoned performance marketer