Charles Baker
I’m a Senior AI Engineer based in Jacksonville, Florida, where I build Python infrastructure that helps automate insurance claims workflows and supports portfolio analysis.
About
I’m a Senior AI Engineer based in Jacksonville, Florida, where I build Python infrastructure that helps automate insurance claims workflows and supports portfolio analysis. I focus on creating reliable, production-ready AI services—especially around LLM APIs, document analysis, embeddings, and model evaluation—so teams can trust what the systems produce.
I enjoy the full lifecycle of AI delivery: designing REST API interfaces, deploying to AWS with Docker and CI/CD, and making services observable with strong logging and monitoring. From creating development harnesses that validate integrations against real monitoring signals to supporting cloud deployment paths, I aim to turn complex AI work into dependable systems for business-critical decisions.
- 8 years' experience
- Joined September 2026
Industry experience
- Financial Services
- Software & Internet
- Professional Services
- Healthcare
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Work experience
Build Python services for deal sourcing across Salesforce platform data. Maintain Postgres records that support portfolio analysis during investment diligence. Shape LLM APIs for document analysis used by investment teams reviewing portfolio companies and market research materials. Document REST APIs for portfolio analysis, connecting deal records to AWS deployment paths used by investment teams during diligence while preserving clear interface notes. Use development harnesses to validate LLM integrations against monitoring logs before investment teams inspect portfolio analysis records in internal review.
Wrote claims-scoring models in Python for a consumer insurance carrier. Trained document-processing pipelines to transform submitted claim files into structured fields used during claims intake and underwriting review. Developed Postgres data access for claim records, supporting routing decisions across submitted documents and adjuster review. At claims intake, built REST API integrations that connect submitted documents to routing records so adjusters receive structured information prior to manual assessment.
Education
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