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kristenmartino.ai
Strategy · Analytics · Applied AI

I build tools for complex business workflows.

My background spans actuarial analytics, billing, pricing, and platform migrations. My independent projects apply that experience to document review, forecasting, and product prioritization.

§ 02Selected Work

Selected projects.

Independent software projects and selected work from my career in enterprise systems.

Case Study / Medicare Provider Outliers

Medicare Provider Outliers

A data app that flags Medicare providers with unusually high costs or service volumes relative to peers in the same specialty and state.

Uses 2023 Medicare Part B/D data with an April 2026 provider-registry snapshot. Built with Snowflake and dbt, with source and methodology documentation.

2023 Part B/D · April 2026 NPPES43.7M rows · 3 CMS sources59 defined dbt checks9,490 peer groups · MAD + z-score
All Work17 projects
01CabanaOps Automation + AI02SpecialtyPulse PipelineHealthcare Data Platform03ValuateFinancial Analysis04TenancyLease Extraction & Review05Eval HarnessApplied LLM Evaluation06Quantization StudyApplied LLM Research07GridPulseElectricity Demand Forecast Review08TarazuProduct + AI09SiftAI News + Civic Literacy10FocusForgeiOS Mobile App11GTM Healthcare IntelligenceHealthcare GTM Analytics12OrreryAstrological Timing13Enterprise Billing MigrationCross-Functional Delivery14Billing Recovery and ReconciliationEnterprise Systems15Revenue Management System TestingDecision Support16Salesforce CPQ Catalog SimplificationBusiness Systems17Meridian Healthcare BIBusiness Intelligence
§ 03Capabilities

Capabilities.

01

Product Strategy

Define the problem, compare options against business goals, and set priorities before committing to a build.

02

Business Analysis

Map workflows, document requirements and business rules, and identify gaps in billing, pricing, and platform migrations.

03

Applied AI + Data

Build and test tools for forecasting, document extraction, and prioritization, with source references and ways to review or correct AI output.

§ 04About

My background.

I spent three years in actuarial analytics before moving into enterprise systems work across billing, pricing, fare rules, and platform migrations. In my independent projects, I define the problem, build and test the software, and document the results and remaining limitations.

Operating principle

I'll take the messy thing nobody wants to touch, break it apart, and make it work.

Product strategyBusiness analysisApplied AI
§ 05Contact

Open to roles, partnerships, and select consulting.

I’m exploring senior product roles and consulting projects involving business systems, analytics, or applied AI. Email me about an opportunity or potential collaboration.