Product analytics
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Decision systems that actually get used
Built data products that translate noisy business signals into concrete recommendations, prioritization, and measurable impact.
Data Scientist • Founder • Builder
I build thoughtful products with data.
I’m Bill Freeman, a data scientist and startup founder focused on turning messy real-world signals into useful products, sharp decisions, and elegant systems.
Selected projects
A few examples of the kinds of systems, products, and analyses I like to build.
Machine learning
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Predictive models with production value
From forecasting and experimentation to scoring and ranking systems, I focus on models that fit real workflows rather than demo-only notebooks.
Startup
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PureSkill and competitive gaming analytics
Designed analytics and coaching systems around rich player telemetry, turning complex match data into interpretable feedback and product experiences.
About
I like building polished things at the intersection of data, product thinking, and technical depth.
My background spans physics, machine learning, product analytics, and startup building. I enjoy translating ambiguity into systems that are clean, practical, and genuinely useful.
I’m especially drawn to work that combines analytical rigor with good taste: strong models, thoughtful interfaces, and decisions grounded in evidence.
- Focus: analytics, machine learning, experimentation, forecasting, product strategy
- Style: clear thinking, elegant execution, and building for actual users
- Interests: games, AI products, data systems, science, and well-crafted digital experiences
CV
A concise snapshot of background, strengths, and experience. Replace this with a downloadable PDF or dedicated resume page later.
- Experience: senior data science, startup leadership, product analytics, experimentation, ML systems
- Technical stack: Python, SQL, machine learning, forecasting, analytics engineering, experimentation
- Domain depth: gaming, commerce, user behavior, measurement, recommendation-style systems
Contact
Best for collaborations, opportunities, consulting, or just saying hello.
I’m most interested in thoughtful product, data, and AI work—especially projects where technical quality and clear decision-making both matter.