Hi, I'm Alex McIntosh
Data Scientist & AI/ML Engineer
Operationalizing interpretable machine learning, explainable AI, and observable agentic networks reliably at scale.
Consultant, Artificial Intelligence
Pioneer Management Consulting
Minneapolis, MN
Designing custom AI architectures and developing conversational analytics to drive sustainable enterprise AI adoption.
AI/ML Engineer Associate
Optum
Eden Prairie, MN
Architected and built enterprise-scale agentic voice AI systems with end-to-end observability, delivering AI tools to 400K+ employees.
Data Engineer Associate
Optum
Eden Prairie, MN
Architected and deployed enterprise-scale agentic AI systems with end-to-end observability, enhancing productivity for over 400K employees
Data Science and Engineering Associate
Optum
Eden Prairie, MN
Developed and operationalized ML models and multi-agent systems to drive analytics and improve enterprise decision-making.
Software Engineer
Constelleum LLC
Designed and developed a physically accessible multiplayer online video game
Master of Science in Computer Science
Georgia Institute of Technology
Achievements
- Machine Learning specialization
Key Courses
MicroMasters in Statistics and Data Science
MITx
Key Courses
Bachelor of Arts in Physics
Saint John's University
Achievements
- Minored in Music and Mathematics
- Phi Beta Kappa Honor Society Member
- Men's Chorus President
Key Courses
Professional Certifications
SimLM Review - CS7643 Final Project
Simulation-guided large language model for enhanced context engineering
ARC AGI
Computer-vision enhanced agent-based solver for the ARC AGI challenge, a benchmark for artificial general intelligence
Autonomous multi-agent workflows, streaming voice pipelines, and tool execution protocols.
High-performance data computing, manipulation, and full-stack integration.
Statistical inference, deep learning architectures, and predictive modeling.
Distributed lakehouse architectures, ETL orchestration, and vector indexing.
Containerized microservices, distributed telemetry, and cloud deployments.
Let's Work Together
Have a project or engineering inquiry in mind? Send a message or schedule a discussion.
Select a topic below or customize your message directly.