digital-advertising

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

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.

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.

Description: Programmatic advertising platform for Albanian-speaking markets.

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

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

Interscope Ads – Global data-driven performance marketing platform

A data-driven digital advertising analytics project that analyzes campaign performance, spending, conversions, ROAS, audience behavior, creative effectiveness, and platform performance using Python, Excel, and Power BI.

StackAdapt — independent third-party profile of a public API surface, by API Evangelist. StackAdapt is an AI-powered programmatic advertising platform with REST and GraphQL APIs for managing campaigns, ad groups, creatives, targeting segments, pixel tracking, and performance reporting across native, display, video, connected TV, audio, and digital

OwnLocal — independent third-party profile of a public API surface, by API Evangelist. OwnLocal is an Austin-based automated digital advertising platform for local media companies. It helps newspapers, local publishers, and media companies power their digital services by automatically converting traditional print advertisements into online marketin

Programmatic campaign QA checklists, DSP/SSP ecosystem maps, deal ID workflow guides, and trafficking templates for adtech practitioners.