AI Product Manager & Builder

I turn complex policy and messy data into products people can use.

I build research APIs, compliance systems, and agentic tools for high-stakes work. At Google and Roblox, those products cut case-processing time from 27 days to 2, automated reporting across 140+ markets, and opened new data to researchers.

  1. 01 Legal removal automation 27 days 2 days Case-processing time after replacing a manual queue with an automated system.
  2. 02 Compliance reporting 60–80 hours under 5 Quarterly report generation, with zero errors and more than 95% auditability.
  3. 03 Browser automation $50K+ saved Tens of thousands of cases processed while clearing a major backlog.

Current build

Featured Work

Selected Projects

Roblox Research Data API

Leading the design of Roblox's first public API for researchers. It gives academics, civil society organizations, and platform safety researchers programmatic access to Roblox's public data.

API Design Research Access Platform Transparency Roblox

Sandpiper: RAG AI Assistant

Designed an end-to-end RAG knowledge assistant for the 900-person Privacy Sandbox Working Group, indexing 12,000+ restricted documents. Won 2nd place in the Google Privacy Sandbox TPgM AI Hackathon.

RAG Gemini LLM System Design Google

LLM Case Summarization Dashboard

Built a bulk LLM inference pipeline using SQLMiner to auto-summarize thousands of legal removal requests, surfacing AI-generated summaries directly in the team's primary management dashboard.

Bulk Inference SQL Prompt Engineering Google

Legal Removal Chrome Extension

Built two browser automation tools, a Node.js proof of concept and a production Chrome extension, that processed tens of thousands of cases, saved $50k+ in vendor time, and eliminated a massive backlog.

Chrome Extension node.js Browser Automation Google

Compliance Reporting Pipeline

Automated CMA-mandated quarterly reports with an E2E ETL pipeline. Generation time fell from 60–80 person-hours to under 5 (10x reduction), with zero errors and >95% auditability. "That was the smoothest cycle ever." (Legal)

SQL ETL Pipeline CMA Compliance Google

Google Transparency Report: Analysis Dashboard

Built an interactive analysis dashboard over 15 years of Google's government content-removal data: 178 countries, 61 products, 22 removal reasons, and 30 reporting periods. It turns a flat period-by-period report into a multi-year trend explorer with live filtering by country, product, and reason. Personal project built entirely in the browser.

Data Visualization JavaScript Personal Project Google
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VLOP DSA Transparency Reports: Cross-Platform Dashboard

Built a comparative analysis dashboard over EU Digital Services Act transparency reports from Google (6 services), X, TikTok, Facebook, Instagram, Pinterest, and AliExpress. It combines twelve separate reports into a single interactive view covering notices, proactive enforcement, government orders, and appeals for H2 2025. Personal project built entirely in the browser.

Data Visualization JavaScript EU DSA Personal Project
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Skills

Product Management

  • Strategy & roadmaps
  • PRDs, BRDs, design docs
  • KPIs, behavioral analytics
  • UX/UI, user journeys
  • Privacy by Design

Data & Engineering

  • Advanced SQL
  • Data pipelines, ETL
  • Python, pandas
  • BigQuery, Hive, Spark
  • AWS, K8s

Artificial Intelligence

  • Large language models
  • RAG, in-context learning
  • Prompt engineering
  • Agentic systems
  • AI governance

Program Management

  • Strategic planning
  • xFN leadership
  • Risk & compliance
  • Executive communication
  • Process design

Publications & Awards

Recognition


Other Work

Writing & Translation

Research Papers

Data Tools

Homework Help

Not to be confused with other Kieran Maynards in England. He is not me, and I am not he.

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