How I Create Value

A skillset that drives outcomes

I combine data analytics, automation, product development, and the ability to translate complexity to build systems that surface insights and create compounding returns.

Data Analytics Automation Custom Product Builds Translating Complexity

Data Analytics

You need me when...

Data infrastructure is a nightmareDashboards are a messInsights are scatteredForecasting is unreliable

Business Intelligence Tooling Migration

Click for more ↓

Context

Historic BI tool was outdated & difficult to maintain at a rapidly scaling organization, leading to mismanaged reports scattered across departments.

Solution

Led data team through migration efforts, successfully migrating reporting infrastructure to new tool while rolling out standardized metric layer.

Outcome

1 Unified Source of Truth

Enabled execs to trust in data infrastructure as they spent less time pouring over mis-matched reporting.

Customer Cohort Model

Click for more ↓

Context

Product team at a regional bank needed to understand how customer behavior varied across regions before making a pricing change.

Solution

Built a clustering model using behavioral data and pricing elasticity to segment customers into distinct cohorts, giving the team a clear view of how different groups respond to pricing changes.

Outcome

6 Customer Groups Uncovered

Enabled targeted pricing strategies instead of broad, one-size-fits-all changes.

Predictive Deal Closing Model

Click for more ↓

Context

A real estate lending company needed a reliable way to forecast month-end loan closings, but deal timelines were constantly shifting and projections varied widely across reps, borrowers, and deal stages.

Solution

Built a dynamic forecasting model incorporating borrower behavior, sales rep patterns, deal stage progression, and changing close dates. Updated in real time as pipeline data evolved.

Outcome

±3% Forecast Accuracy

Leadership gained a reliable view of month-end performance as predictions consistently landed within ±3% of actual closing volume.

Tools:RPythonSQLPowerBITableauSigma

Automation

You need me when...

Manual work is eating your team's timeLeads take too long to findYour workflows aren't connectedReporting takes too long

Grant Lead Generation Engine

Click for more ↓

Context

Non-profit organization manually searched for grants across fragmented sources, missing opportunities and wasting hours weekly.

Solution

Built an automated pipeline that aggregates grant data, enriches eligibility, and scores relevance using embeddings + LLM classification.

Outcome

98% less irrelevant grant review

Surfaced only the top ~25 high-fit opportunities from 1,800 active grants each week.

Campaign Creation & Automation

Click for more ↓

Context

Regional bank had a marketing campaign that was manually built and refreshed, limiting targeting precision and slowing down iteration cycles.

Solution

Built an automated campaign system that refreshed every 6 weeks, using a lightweight predictive model to identify high-value niche customer segments and dynamically update targeting and offers.

Outcome

~30% Higher Performance

Self-refreshing system targeting high-propensity customers.

Customer Data Pipeline & Activation Engine

Click for more ↓

Context

Customer data was fragmented across multiple third-party platforms, making it difficult to unify data and execute targeted campaigns efficiently.

Solution

Built an automated pipeline that ingests customer data from multiple APIs, processes and standardizes it through ETL, and delivers a unified dataset ready for campaign execution.

Outcome

Unified Campaign-Ready Data

Eliminated fragmentation and enabled consistent, data-driven targeting.

Tools:PythonAPIsClaudeCodexHubSpot

Custom Product Builds

You need me when...

Your team needs internal toolingAI could automate complex workData is unstructured and unusable

Real Estate Portfolio Platform

Click for more ↓

Context

Real estate owner lacked a centralized, professional platform to showcase properties, capture leads, and manage listings dynamically.

Solution

Built a fully responsive property portfolio platform with CMS integration, interactive maps, listing pages, and lead capture functionality. Designed for easy client ownership and scalability.

Outcome

View the Live Platform

Relationship Mapping Web App

Click for more ↓

Context

Professionals lacked a clear way to visualize and leverage their network connections for opportunities, introductions, and relationship management.

Solution

Built an interactive web application that maps relationships into a visual tree structure, enabling users to explore connections, identify pathways, and better leverage their network.

Outcome

View the Live App

Tools:Next.jsReactSanityVercelSupabaseClaude Code

Translating Complexity

Complex systems only create value when people understand them.

Present complex data and system outputs in a way leadership can immediately act on
Drive alignment between technical work and business strategy
Communicate clearly with non-technical stakeholders to ensure adoption
Comfortable presenting to large groups (40+), connecting analytics directly to growth

Let's find the highest leverage problem in your business

Start a Conversation

A skillset that drives outcomes

Data Analytics

Business Intelligence Tooling Migration

Customer Cohort Model

Predictive Deal Closing Model

Automation

Grant Lead Generation Engine

Campaign Creation & Automation

Customer Data Pipeline & Activation Engine

Custom Product Builds

Real Estate Portfolio Platform

Relationship Mapping Web App

Translating Complexity

Turn technical work into business decisions

Let's find the highest leverage problem in your business