Zack Sims
Exploring all things analytics, machine learning, and AI.
Currently leading AI & analytics at The Atlanta Journal-Constitution.
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!
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- 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
- 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
- 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
- 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
- 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
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.
NBA Interactive Dataset
Insights Chat Bot & ML Models
Coming soon. More to be announced.
Regimented
A Daily Lifestyle Goal Tracking Platform
Coming soon. More to be announced.
