Real Time Bidding (RTB) - Demand Side Platform framework
Curated list of awesome Real Time Bidding ( RTB) frameworks, libraries, resources and other related to RTB things
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.
Open Source Ad Serving Platform with ML-Powered CTR Prediction | Self-hosted alternative to Google Ad Manager | Python, FastAPI, PyTorch
Real Time Bidding (RTB) - Demand Side Platform ( DSP ) application based on vanilla-rtb stack
Code Generators and Extensions for vanilla-rtb stack
🚀 Supercharge your Ads.
MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, Gemini, Cursor, and VS Code. Automate your ad operations with natural language instead of clicking through the GAM UI. Built by Matious.
Video.js plugin to easily integrate AWS MediaTailor's Server Side Ad Integration (SSAI).
🔍 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.
A VAST XML parser that extracts Creative and MediaFile element metadata.
✅ 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 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.
This project aims to predict the gender of individuals based on their app usage patterns. The project leverages data collected through a custom survey to train machine learning models. By analyzing various app usage statistics, such as time spent on different categories of apps, we aim to determine the user's gender with high accuracy.
✅ Chrome extension for high-volume ads.txt validation with smart multi-variant 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 and publisher audits.
✅ 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.
End-to-end recommender system for feed ads using user behavior + transaction logs, supporting single-objective and multi-objective ranking
💻 Active Streamlit App focused on using Python for financial analysis: 🚄 Please wait 30s for it load
Production-grade Ad-Tech Intelligence Suite featuring a high-performance Python Map-Reduce scraping pipeline (Polars/DuckDB) and a forensic SQL anomaly detection system (Snowflake) for real-time fraud mitigation and competitive reconnaissance.
Enterprise-grade broadcast intelligence platform. Real-time ad verification, audio fingerprinting, and automated video evidence clipping powered by AI.
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