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I build full-stack AI systems on business workflows. Current work at Hermit Edge includes client systems and technical reference builds across AI implementation, automation, internal tools, and workflow software. Prior experience includes global healthcare automation at IQVIA and earlier systems work across sales operations, QA, reporting, records, document workflows, and public-sector processes.…I build full-stack AI systems on business workflows. Current work at Hermit Edge includes client systems and technical reference builds across AI implementation, automation, internal tools, and workflow software. Prior experience includes global healthcare automation at IQVIA and earlier systems work across sales operations, QA, reporting, records, document workflows, and public-sector processes.

Emman Ermitaño

Full Stack Developer, Data Scientist, Back-End Developer, +2

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I build full-stack AI systems on business workflows. Current work at Hermit Edge includes client systems and technical reference builds across AI implementation, automation, internal tools, and workflow software. Prior experience includes global healthcare automation at IQVIA and earlier systems work across sales operations, QA, reporting, records, document workflows, and public-sector processes.…I build full-stack AI systems on business workflows. Current work at Hermit Edge includes client systems and technical reference builds across AI implementation, automation, internal tools, and workflow software. Prior experience includes global healthcare automation at IQVIA and earlier systems work across sales operations, QA, reporting, records, document workflows, and public-sector processes.

Available to hire

Philippines

I build full-stack AI systems on business workflows.

Current work at Hermit Edge includes client systems and technical reference builds across AI implementation, automation, internal tools, and workflow software. Prior experience includes global healthcare automation at IQVIA and earlier systems work across sales operations, QA, reporting, records, document workflows, and public-sector processes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Advanced

Work Experience

Independent AI Systems Engineer at Hermit Edge

February 1, 2025 - Present

Design backend boundaries for model-assisted workflows: retrieval, structured outputs, schema validation, deterministic calculations, protected write paths, cost controls, and fallback handling. Build private client systems and technical reference applications for AI implementation, workflow automation, internal tools, and full-stack business systems. Implement, deploy, document, and maintain systems directly with clients and teams.

Business Systems Analyst at IQVIA

April 1, 2023 - October 1, 2024

Built healthcare operations automation systems using Azure AI, FastAPI, SQL, VBA, rule-based validation, reporting tools, and process automation for global healthcare operations teams across the US, Singapore, and Australia. Designed and implemented internal automation tools across technical documentation, process mapping, validation, testing, deployment, and operational support. Converted manual document, reporting, and ETL workflows into structured automation with clearer runtime behavior and lower manual review burden.

Automation & Data Engineer at Various Roles

September 1, 2015 - October 1, 2022

Built internal tools, reporting systems, database-backed workflows, and automation across operations, compliance, sales, QA, administration, records, and public-sector processes. Designed dashboards, reporting flows, document systems, QA tools, records workflows, and database-backed processes for daily operations teams. Worked around practical operating constraints: messy inputs, manual handoffs, approval flows, reporting deadlines, controlled access, document traceability, and maintainability. Supported sales operations, QA review, administrative reporting, government records, technical documentation, and operational process improvement.