Zack Sims

Exploring all things analytics, machine learning, and AI. Currently leading AI & analytics at The Atlanta Journal-Constitution.

View Resume

About

I work at the intersection of AI, machine learning, and product — building systems that can be leveraged to drive business impact. At The Atlanta Journal-Constitution, I lead the Advanced Analytics & AI team, where we ship recommendation models, dynamic paywalls, churn prediction systems, and the pipelines that keep all of it running.

My background is a bit unusual: I studied journalism and statistics at UGA before going deep on machine learning at Georgia Tech. Initially, I wasn't sure how my passion for journalism & statistics would work together. However, that combination — storytelling paired with technical understanding — gave me a unique skillset that has helped me in my analytics career. I enjoy building & creating things, but I also enjoy communicating the value they can drive.

Outside of the AJC, I'm building WiseBites, a full-stack AI platform for gluten-free restaurant discovery. It's a project I care about personally (as my wife has a severe allergy to gluten), and it's let me gain experience building an end-to-end product, with everything from FastAPI backends to vector search to Stripe payments. It's been a fun way to gain experience with AI as a development accelerator, while also working on something I'm passionate about.

When I'm not coding or building, I enjoy traveling with my wife and endurance sports. My wife & I have been all over, but I think our current favorites are Japan, South Africa, Argentina, and the Canary Islands. I ran track & cross country while at the University of Georgia, and the passion for endurance sports stayed with me. I've done 4 marathons (2 majors), 5 Ironman 70.3s, and 1 Ironman. My PBs are 1500 — 3:47, 5000 — 14:07, 10k — 29:56, Marathon — 2:35, IM 70.3 — 4:12. Here's to many more adventures!

Atlanta, GA
Education

M.S. Analytics

Georgia Institute of Technology

Computational Data Analytics Track

B.A. Journalism / B.S. Statistics

University of Georgia

Dual Degree

Experience

Sr. Manager, Advanced Analytics & AI

Current
The Atlanta Journal-Constitution·Atlanta, GA·2024 – Present
  • Oversaw the end-to-end development and deployment of an in-house content recommendation model for personalized newsletters, driving a 50% increase in click-through rates compared to the legacy third-party system.
  • Engineered an automated ingestion pipeline to generate text embeddings for new articles, enabling semantic mapping and clustering of similar content.
  • Built and deployed lifecycle-specific predictive models to assess churn propensity among subscribers, empowering the retention team with proactive, data-driven intervention strategies.

Manager, Analytics & Data

The Atlanta Journal-Constitution·Atlanta, GA·Nov 2023 – 2024
  • Led the migration of legacy data & processes from Amazon Redshift to Snowflake, optimizing DDL, stored procedures, UDFs, and Lambda functions.
  • Developed and deployed unsupervised clustering models to segment users based on content consumption and engagement patterns.
  • Designed a chatbot prototype using Streamlit & Snowflake Cortex, allowing non-technical stakeholders to interact with data via natural language.

Advanced Analytics Developer

The Atlanta Journal-Constitution·Atlanta, GA·Feb 2022 – Nov 2023
  • Developed and deployed an audience engagement classification model using AWS SageMaker to segment subscribers based on behavioral patterns.
  • Automated sentiment & emotion analysis of articles using pre-trained Hugging Face models on AWS SageMaker, with inference pipelines updating predictions in Redshift.
  • Designed and built ETL pipelines using AWS Lambda & APIs to ingest third-party data (Facebook, Twitter, App Figures, Megaphone, etc.).

Associate, Business Intelligence & Data Science

SpendHQ·Peachtree Corners, GA·Jun 2021 – Feb 2022
  • Integrated Python-based automation with Alteryx's API to optimize ETL processes.
  • Developed Alteryx workflows to ingest and clean multi-source spend data for client analytics.

Senior Data Analyst

Cox Media Group·Atlanta, GA·Nov 2017 – Jun 2021
  • Built a forecasting model using Google BigQuery to set annual traffic goals for CMG's digital platforms.
  • Developed classification models on Google Cloud to categorize push notifications and improve messaging strategies.

What I'm Building

Featured ProjectLive

WiseBites

AI-Powered Gluten-Free Restaurant Discovery

A full-stack AI-powered restaurant discovery platform tailored for users with gluten restrictions and celiac disease, enabling rapid discovery across standard search and map-based interfaces.

Next.jsTypeScriptTailwind CSSFastAPIPythonSupabasePostgreSQLpgvectorOpenAIGroqLLaMA 3.3dltdbtMotherDuckEvidence.devStripeVercelGoogle Places API
Coming Soon

NBA Interactive Dataset

Insights Chat Bot & ML Models

Coming soon. More to be announced.

Coming Soon

Regimented

A Daily Lifestyle Goal Tracking Platform

Coming soon. More to be announced.

Tech Stack

AI & Machine Learning

Text EmbeddingsScikit-learnSnowflake CortexAWS SageMakerLLM InferenceNLPVector DatabasesRAG ArchitecturesHugging Face

Data Engineering

PythonSQLSnowflakeRedshiftBigQuerydltdbtDuckDBMotherDuckFastAPI

Frontend & Full-Stack

Next.jsTypeScriptTailwind CSSReactSupabase AuthRow Level SecurityStripeVercel

Visualization & BI

TableauPowerBIStreamlitEvidence.dev

Infrastructure & DevOps

GitHub CI/CDAWS Lambda