Chase Bradley Sta
I am an AI engineer with 10+ years building production ML and large language model systems across Cohere, Google, Scale AI, and Tempus.
About
I am an AI engineer with 10+ years building production ML and large language model systems across Cohere, Google, Scale AI, and Tempus. I focus on systems embedded in real workflows—retrieval, agentic decisioning, and evaluation—where correctness, latency, and traceability directly impact outcomes.
I take end-to-end ownership from data pipelines to production behavior, collaborating across data engineering, ML, and product teams to deliver robust, scalable AI solutions.
- 10 years' experience
- Joined May 2026
Industry experience
- Software & Internet
- Healthcare
- Professional Services
More experts in Indianapolis, United States
Work experience· 6 roles
Built production retrieval layer using Embed v3 + Rerank across multi-million document corpora; designed hybrid retrieval architecture (BM25 + dense embeddings + query rewriting); implemented tool-selection layer and multi-agent coordination; built evaluation systems; optimized performance and latency across multi-step workflows.
Built large-scale data debugging and curation workflows; designed data-centric iteration loops; developed document understanding systems with PDF layouts and OCR artifacts; built multi-stage processing pipelines and deterministic extraction workflows; defined evaluation frameworks mapping model failures back to data issues.
Built query and data access layers for Tempus Lens; designed ingestion/normalization pipelines for heterogeneous clinical data; supported decision workflows in the TIME Trial Program; ensured models operated on clean, normalized inputs.
Education
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