Vol. XII · No. 04 · Apr 2026
Jake Cuth.
FIG.00 Icosahedron / identity +0.000, +0.000

I build data systems that ship.

AI & analytics engineer. Senior BI at Hancock Whitney, graduate student at Georgia Tech. Churn models in production, thirty-plus segments in Salesforce, three-hundred-plus dashboards, and more than one generative-AI pilot that actually made it past the demo.

Previously at
Hancock Whitney Nissan ReminderMedia Comcast NBCUniversal Warner Bros. Georgia Tech Temple University

From raw tables to
production decisions.

Six practices I reach for on almost every engagement. The boring ones (data modeling, executive comms) tend to move the needle most.


Fig. A
Predictive Modeling
Churn, propensity, lifetime value. Random Forest, logistic regression, time-series.
Fig. B
Data Modeling & Segmentation
Salesforce Data Cloud. 3rd-party enrichment (Epsilon, Equifax). 30+ dynamic segments.
Fig. C
BI Platform Ownership
340+ dashboards shipped across Tableau, Power BI, Datorama, Looker.
Fig. D
Pipelines at Scale
Python, R, SQL. Warehousing on AWS. Automation with Alteryx, WinAutomation.
Fig. E
AI in Production
Enterprise Copilot / Einstein pilots. Guardrails, access control, ROI prioritization.
Fig. F
Executive Communication
Briefings for bank leadership and Nissan Japan executives. Dashboards that decide things.
25M
rows modeled
94%
churn accuracy
340+
dashboards shipped
~30%
ROI lift
23
global markets
Top 3%
Codewars

Where the work
lives.

— 01 —
Jan 2022 — Present · New Orleans, LA · Remote

Hancock Whitney Bank

Senior Business Intelligence Analyst, Marketing
Random Forest Salesforce Data Cloud Power BI Datorama Copilot Einstein

Built the bank's enterprise customer churn prediction model (Random Forest), deployed with a 10+ person cross-functional team across Marketing, IT, Retail, and Data Governance.

Led the customer data enrichment & segmentation program in Salesforce Data Cloud using Epsilon and Equifax — 30+ dynamic segments driving ~30% lift in campaign ROI and +20% model accuracy.

Designed & maintained 60+ executive dashboards (Power BI, Datorama, Google Analytics) tracking campaigns, engagement, retention and call-center outcomes.

Led evaluation of the bank's Generative AI pilot (Microsoft Copilot, Salesforce Einstein) — authored usage guardrails and prioritized high-ROI use cases.

— 02 —
Jan 2021 — Dec 2021 · New York, NY · Remote

Nissan United

Global Data Analyst
R SQL Server AWS Forex data Executive reporting

Led the Share of Voice project across 23 international markets — built an R script for forex data processing.

Stood up a SQL server on AWS, consolidating Excel files from 23 markets into a searchable warehouse — cut 8–10 hours/month of manual work.

Worked directly with Nissan executives in Japan to identify high-priority international markets.

— 03 —
Aug 2019 — May 2020 · King of Prussia, PA

ReminderMedia

Reporting Analyst
Tableau SQL Server Python GeoPy Training

Shipped call-center gamification dashboards — leaderboards and personalized CRM views that lifted agent engagement, accountability, and retention.

Fulfilled 93 Jira requests; built 68 custom reports in SQL Server and Tableau for marketing, sales, and service.

Maintained 260+ Tableau reports across departments; trained staff in Tableau, SQL Server, and Excel.

Built a geolocation model for market-entry strategy (Python, GeoPy, Google Maps APIs).

— 04 —
Jan 2019 — Jun 2019 · Philadelphia, PA

Comcast / NBCUniversal

Tax Business Intelligence Analyst, Intern
WinAutomation Alteryx IRS workflows

Automated tax document processing with 8 WinAutomation bots.

Integrated NBCUniversal datasets for tax strategy; presented findings to NBCU executives.

Used Alteryx to automate 7 IRS submission processes handling thousands of documents.

— 05 —
Jun 2018 — Aug 2018 · Burbank, CA

Warner Bros.

Television Marketing Analyst, Intern
Tableau Campaign analytics

Built 22 Tableau dashboards analyzing campaign performance, audience engagement and marketing event outcomes.

Dirty data,
clean production.

End-to-end builds. Each one is a complete object: frontend, backend, data plumbing, deploy. No half-measures, no "coming soon."

Personal · Agentic

Claude Second Brain

A note graph where Claude backfills links, summaries and open questions. Runs locally against a vault.

Claude Code · Markdown
Hardware · Dashboard

Open Claw Mission Control

A control surface for a DIY claw machine. Live camera, queueing, telemetry and a leaderboard.

Linux · VPS · Python · JavaScript
Delegator screenshot
Delegator
iOS · Tasks

Assign work to your future self. Re-asks you at the right times instead of at the wrong ones.

Stillhue screenshot
Stillhue
iOS · Photography

Extracts a 5-color palette from any photo with a deliberately slow, gestural picker.

Second Order screenshot
Second Order
iOS · Decisions

A journaling tool for second-order consequences. Prompts derived from the user's own past entries.

What’s on the bench.

Programming
  • 01Python
  • 02R
  • 03SQL
  • 04Pandas
  • 05NumPy
  • 06Scikit-learn
  • 07Statsmodels
  • 08OpenCV
  • 09GeoPy
  • 10Scala
  • 11NetLogo
Analysis & Viz
  • 01Tableau
  • 02Power BI
  • 03Looker
  • 04Salesforce Datorama
  • 05Salesforce CRMA
  • 06Google Analytics
Machine Learning
  • 01Random Forest
  • 02SVM
  • 03KNN
  • 04K-Means
  • 05CNN
  • 06ARIMA
  • 07Exp. Smoothing
  • 08PCA
  • 09Linear Reg.
  • 10Logistic Reg.
Platform & Ops
  • 01Salesforce Data Cloud
  • 02GCP
  • 03Apache Spark
  • 04Alteryx
  • 05Claude Code
  • 06Gemini CLI
Sep 2023 — May 2026 (expected)

Georgia Institute of Technology

M.S. in Analytics
Sep 2014 — May 2019

Temple University

B.B.A. in Economics · Fox School of Business

Plus 25+ certifications — machine learning (U. Washington), data science (CU Boulder, Duke), people management (Google). full list on linkedin ↗

Let’s build
something.

215 · 834 · 2151  ·  Philadelphia, PA  ·  39.9526° N, 75.1652° W