Chelsea B. Smith

Chelsea B. Smith

Leader in Data & AI Strategy
1.

Evolution of capabilities

stacked area chartcapability layers, 2009 → 2026

Since starting my career in technology consulting, I have gradually expanded the breadth of my skills in the data space. I began with a focus on infrastructure and solution delivery, went deep into data and analytics, expanded into data engineering and data science, moved into cloud and modern data architecture, and scaled up into enterprise architecture, data strategy, AI, and organizational leadership.

Each band begins the year I started working in that capability area. By 2026, all eight capabilities are live at once.

Every AI system inherits the quality of the data underneath it. Knowing how that data is collected, moved, transformed, secured, and monitored gives you a much clearer picture of when you can trust the answer versus when you should question it.

The foundation sets the ceiling.

2.

Technical delivery + leadership

dual line chartshare of working time, %

This chart shows how my working time divides between building and leading. Hands-on delivery has steadily given way to strategy, architecture direction, and running teams. The two cross in 2020 — the first year more of my time went to leading than to building — and today roughly three quarters of it is leadership. What has not changed is the appetite for the technology itself — staying close to new tools is how I keep the technical judgement that the leadership work depends on.

The two shares total 100% of my working time in every year. They meet at 50/50 in 2020.
3.

Capability footprint by era

radar charts, small multiplesfour eras

Over the course of my career, my capabilities have both compounded in depth and shifted in breadth. Each shape covers everything the one before it did, plus whatever I picked up in between.

Each of the six axes runs 0—10; the further the shape reaches along an axis, the deeper my expertise in that capability at that point in my career.
4.

Scope of work

bubble scatter plotscope by year

In 2016, I deviated from my leadership trajectory and, with a desire to deepen my technical range, opted to leave my director role at FTI to work as a principal data engineer at Slalom. This decision gave me the foundational experience needed to architect solutions and lead teams in the future.

Height marks my level in the organization; circle size marks the relative scope of my work — team size, budget, and account reach.
5.

Tech stack

horizontal bar charttools, first use → now

Within every capability area, I've worked across a variety of tools. I consider myself tech agnostic — my expertise lies in the underlying patterns, which carry over when a platform changes. In data and AI, platforms change every few years. Picking up a new one is a short ramp for me.

Bars run from first production use; an open end marks what I still use today.
6.

Industry × capability

heatmap matrixindustry × capability

My industry breadth, shown as density.

The fill pattern denotes my exposure: one direction of hatching is narrow exposure, crosshatch is working knowledge, and a filled cell is end-to-end delivery.
7.

The record

experience · education · outside of work
Protiviti
Associate Director | Data, Analytics & AI
2023 — present
Chicago, IL
Fishawack Health
Director | Data Operations
2020 — 2023
Chicago, IL
Slalom
Engineer | Data & Analytics
2016 — 2020
Chicago, IL
Trending Productions
CTO & Developer
2016 — 2018
Chicago, IL
FTI Consulting
Director | Financial & Enterprise Data Analytics
2014 — 2016
Chicago, IL
Deloitte & Touche
Sr. Consultant | Business Analytics Advisory
2011 — 2014
Chicago, IL
Synergy Broadband
Project Manager
2009 — 2011
Ann Arbor, MI

Education

University of Michigan
B.S. Computational Informatics
2007 — 2011
Ann Arbor, MI

Outside of work

Enjoy sport-spectating, concert-going, and traveling with my family, friends, and beloved goldendoodles, Maize & Bruno.

Pursuer of an active lifestyle with a special love for Pilates and yoga; drone photographer; options trader; true crime junkie; amateur rap lyric etymologist; fervent advocate of plant-based eating.