Project Archive

High-impact analytics programs, end-to-end.

Each initiative below combines product framing, data modeling, and technical execution. The chart reflects directional performance signals from repeated delivery patterns.

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Impact Map

GenAI Analytics Agent

Shifted recurring analytics questions from analyst queue to stakeholder self-serve flow.

Days → Minutes

Insight turnaround

Recurring pharmacy ops questions resolved in-session.

NL → SQL

Interface delivered

Natural-language prompts converted into query-ready analysis.

Self-Serve

Decision velocity

Stakeholders run deep dives without waiting for analyst bandwidth.

How It Shipped

1

Documented schemas, join keys, and metric semantics.

2

Created reusable query patterns for operational questions.

3

Connected outputs to dashboard workflows for fast action.

PythonAWSNLPSQLAnalytics UX
01

Amazon Pharmacy · 2025

GenAI Analytics Agent

Natural language to SQL assistant that lets non-technical stakeholders explore business performance without waiting on analyst bandwidth.

Cut insight turnaround from days to minutes for recurring pharmacy operations questions.

PythonAWSNLPAnalytics UX
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02

Clarke Power · 2020

Digital Inspection App

Replaced paper-based vehicle inspection workflows with a mobile-first product used by field technicians.

Improved technician completion velocity by 60% while creating high-quality maintenance telemetry.

ProductOperationsMobileData Capture
03

Clarke Power · 2019

Customer Stratification Model

Built a segmentation model connecting customer patterns to revenue potential and service risk.

Refocused commercial motion on the highest-value customer cohort and simplified account prioritization.

SQLModelingGo-to-MarketDecision Science
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04

Amazon Pharmacy · 2024

Snowflake to Redshift Migration

Led an end-to-end migration of storage, ETL orchestration, and reporting dependencies for analytics workloads.

Reduced annual infrastructure spend by $1.4M while improving operational reliability and ownership.

RedshiftETLCost EngineeringPlatform

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