Natan Cardeal
@natancardeal
I build insurance AI pipelines that turn documents into compliant data, reliably in production.
What I'm looking for
I make projects work—combining applied AI, automation, and deep insurance domain knowledge. For the past nine years, I’ve moved from claims and insurance operations into data specialization, including promotions at Jones Software to Data Specialist.
As a Data Specialist, I ran end-to-end Document Handling operations: extraction, normalization, deduplication, and document validation that turn COIs, leases, contracts, and requirements into structured compliance data for US clients. I built production pipelines that pair Claude/Gemini/GPT with deterministic layers in Python and Playwright, using Adobe Acrobat pre-LLM OCR and multi-agent orchestration with sub-agent cascades for cross-validation—so AI stays governed and handoff-ready.
Experience
Work history, roles, and key accomplishments
Data Specialist
Jones Software
Jul 2023 - May 2026 (2 years 10 months)
Ran end-to-end document handling operations, extracting and normalizing data from client documents into structured outputs for Smartsheet and Power BI. Built and maintained a document pipeline combining generative AI extraction, deterministic Python/Playwright steps, and multi-agent cross-validation.
Business Analyst II
Dimensa Tecnologia
Aug 2024 - Feb 2025 (6 months)
Customized software for insurance operations of Banco Toyota, Willis Towers Watson, and Banco Itaú by translating business requests into technical-functional specifications for engineering and QA. Produced technical-functional documents including user stories, affected systems/screens, expected outputs, and positive/failure test scenarios.
Quality Control Analyst
Jones Software
Mar 2023 - Jul 2023 (4 months)
Performed final validation of document extraction outputs (leases and requirements) against the software standard before release to the end client. Restructured client submission flow by transitioning intake management from Smartsheets to Typeform with automated downstream handoff to ClickUp.
Auditor
Jones Software
Nov 2021 - Mar 2023 (1 year 4 months)
Audited Certificates of Insurance (COIs) via point-by-point comparisons against requirement sets in the internal system under client-defined regulatory frameworks. Mapped internal processes and proposed improvements for error control, inconsistency logs, and monitoring/quality control mechanisms.
Operations Manager
E360 Insurance Agency
Mar 2019 - Dec 2021 (2 years 9 months)
Managed insurance operations from the company’s founding, handling the full quote cycle for technical lines (e.g., E&O, General Liability, Surety, Engineering Risks). Provided technical training and materials to partner brokers, implemented early workflow automation using standardized Excel templates, and tracked operational/commercial indicators.
Claims Analyst
Slomp Seguros Corretora
Feb 2017 - Mar 2019 (2 years 1 month)
Managed the end-to-end claims cycle from notice to settlement and issuance control across multiple insurance lines (auto, commercial, condominium, and others). Validated documentation for pre-issuance compliance and re-validated policies when pending items emerged.
Education
Degrees, certifications, and relevant coursework
Pontifícia Universidade Católica do Paraná (PUCPR)
Big Data Technology and Analytical Intelligence
2024 -
Currently pursuing Big Data Technology and Analytical Intelligence at PUCPR (2024–2027).
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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