Ads Technology
I work on the plumbing behind media — tracking, conversion APIs, attribution joins, and the reporting paths growth teams actually reconcile.
Clean parameters, signed events, server-side signals where browsers drop off, and logs you can audit when numbers disagree.
Ads technology is the software and data layer behind media buying, selling, targeting, delivery, tracking, and measurement. It includes programmatic platforms, tracking pixels and event pipelines, creative systems, identity and privacy tooling, and the infrastructure that keeps auctions and reporting reliable under heavy load.
Programmatic Flow
Core Platforms
Demand-side platforms for campaign buying, bidding logic, and budget pacing
Supply-side platforms that monetize publisher inventory with yield controls
Marketplace infrastructure for RTB auctions between buyers and sellers
Decisioning, creative selection, frequency caps, and impression delivery
Real-time bidding engines that evaluate and respond to auctions in milliseconds
Pre-bid competition across multiple demand partners to improve yield
Data & Identity
Data management platforms for audience segments, third-party data onboarding, and activation across channels.
Customer data platforms that unify first-party profiles, events, and journey data for personalized campaigns.
Deterministic and probabilistic identity graphs, ID syncing, and privacy-aware matching across devices.
Secure collaboration environments for overlapping audiences and measurement without exposing raw user data.
CMP integrations, consent signals, GDPR/CCPA readiness, and cookieless targeting strategies.
Impression, click, and conversion signals that feed optimization, reporting, and audience building.
Ad Tracking
Reliable tracking is the backbone of ads technology. I design client-side and server-side tracking that stays accurate under privacy constraints, ad blockers, and high traffic.
Pixel beacons, viewability tags, and verified impression logging
Redirect trackers, click IDs, UTM parameters, and fraud-aware click paths
Purchase, lead, signup, and custom event tracking across the funnel
Image pixels, JavaScript tags, container tags, and tag management setups
S2S postbacks, Conversion APIs, and first-party event collection
Mobile SDKs, MMP integrations, deep links, and install attribution
Channels & Formats
SEM platforms, keyword bidding, and query-intent campaign systems
Paid social delivery, creative testing, and social audience activation
App install campaigns, in-app inventory, and mobile ad SDK ecosystems
Streaming video ads, connected TV inventory, and VAST/VPAID workflows
Native placements, banner networks, and contextual display delivery
Digital out-of-home networks and retail media ad platforms
Optimization & Trust
Bid logs, impression streams, and analytics warehouses built for scale
Rules engines, bid strategies, and automated optimization loops
Low-latency services, caching, and production reliability for ad systems
Privacy, consent, and audit-friendly advertising data practices
OpenRTB, pixels, APIs, CRM, analytics, and partner platform connectors
End-to-end stack design from acquisition through conversion reporting
Whether you are launching a programmatic product, fixing tracking gaps, improving yield, or securing high-traffic ad infrastructure, you get a clear architecture and practical delivery plan.
Plan Your Ads Tech Stack
