C-137-INFO SYSTEM
Data Access Terminal v2.4.1

Abe Flansburg

Principal Engineer, AI & Data Platforms

Open to Principal/Staff IC roles · Greater Houston + remote

Consulting available through Promptish AI

I build production AI for healthcare: agentic care-plan generation, clinical signal extraction across 100k+ patient encounters, and the data platforms underneath. The part I care about most is the unglamorous layer that keeps it all running when a vendor API starts returning 500s mid-batch.

Twenty years across data, ML, software, and infrastructure. Co-author of two arXiv papers on clinical AI, both drawn from production deployments.

// papers & proof

arXiv:2604.28010 Learning from Disagreement: Clinician Overrides as Implicit Preference Signals for Clinical AI in Value-Based Care arXiv:2605.09818 Learning to Compress Time-to-Control: A Reinforcement Learning Framework for Chronic Disease Management braintrust-grep github.com/aflansburg/braintrust-grep

  • - AI & agentic systems: Architecture tailored to fit the use case
  • - Traditional software & platforms: Sometimes you don't need AI in your implementation or product
  • - Data platform & pipeline engineering: BigQuery, Snowflake, dbt, Airflow, Dataflow, etc.
  • - Healthcare / Clinical AI at scale: HL7 FHIR, LLM extraction, clinical decision support, automated workflows
  • - Secure & Scalable Cloud infrastructure: Google Cloud, AWS
  • - On premise / Colocated Solutions: Extensive physical systems design experience. I have built GPU servers.
  • - Hardening & productionizing: Production deployments have to survive a real load.
  • - Security: Security reviews & pre/post audit remediation for regulated industries (healthcare, government) at the code, infra, and even physical layers.

abe@c-137 ~ %
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