Michael Forsythe Robinson
Michaelrobins938
AI Systems Architect & Marketing Science Engineer | Building revenue-generating attribution systems & production ML infrastructure
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Top Repositories
10-paper marketing science framework with 11 live dashboards. Bayesian MMM, causal inference, probabilistic identity resolution, and real-time streaming attribution. All papers published with Zenodo DOIs.
Luna is an advanced AI-driven emotional support application that leverages natural language processing (NLP) to provide empathetic, real-time interaction. Built using cutting-edge AI models, Luna aims to help users manage emotional distress, provide mental health insights, and offer personalized support.
High-dimensional AI deliberation interface - Council of multiple AI personas debating complex ethical and philosophical dilemmas
Repositories
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High-dimensional AI deliberation interface - Council of multiple AI personas debating complex ethical and philosophical dilemmas
10-paper marketing science framework with 11 live dashboards. Bayesian MMM, causal inference, probabilistic identity resolution, and real-time streaming attribution. All papers published with Zenodo DOIs.
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Mathematical Valentine's Day card
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Real-time attribution engine for live sports advertising with time-decay models and second-screen correlation - Netflix WWE Raw use case
Production A/B testing framework with Budget A/B, CUPED variance reduction, and sequential testing - DoorDash methodology
Live streaming attribution monitor at Netflix scale - 18B events/day, Flink sessionization, WebSocket dashboard with sub-100ms latency
Command center portfolio showcasing 10+ production-grade attribution and data science projects with Next.js tactical UI
Context-aware attribution with behavioral segmentation revealing 30% ROI improvement through treatment effect heterogeneity
Synthetic ground truth validation framework for attribution systems - 5 core tests proving 2% error vs 34% for last-touch
Geo-based incrementality testing framework with synthetic control, DiD analysis, and power analysis for measuring true causal marketing lift
Spatio-temporal demand forecasting with Prophet, ARIMA, LSTM ensemble and H3 geohashing for marketplace platforms
Production-grade Bayesian Media Mix Model with adstock transformation, saturation curves, and budget optimization
Real-time probabilistic identity resolution engine for streaming platforms. Resolves multi-user attribution with 78% accuracy at <100ms latency. GDPR/CCPA compliant.
First-principles attribution framework combining Markov chains (causality), Shapley values (fairness), and Bayesian UQ. Resolves epistemic gap between correlation and causation. Whitepaper v2.0.0 (735 lines). React 18 dashboard. MIT licensed. Production-ready.
Luna is an advanced AI-driven emotional support application that leverages natural language processing (NLP) to provide empathetic, real-time interaction. Built using cutting-edge AI models, Luna aims to help users manage emotional distress, provide mental health insights, and offer personalized support.
Aether‑OS | G.A.M.E. is a fully cinematic AI tabletop console that turns D&D 5e into a living, reactive operating system, driven by an autonomous Dungeon Master and wired to more than 100 plug‑in campaigns, one‑shots, mini‑games, and narrative modules that can be mixed, matched, and extended without ever breaking immersion.
You know if this is for you or not. You got this. You look great by the way.
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higher dimensional data analysis of google data
Advanced Arrhythmia Care in North Texas
gpt-5 clone