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Emman Ermitaño

@emmanermitano

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Full-Stack AI Engineer building automation systems and AI apps around business workflows.

Philippines

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What I'm looking for

I’m looking for remote work where I can build and ship full-stack AI systems for business workflows, especially automation systems, internal tools, API integrations, structured outputs, validation layers, deployment, and production support.

I build full-stack AI systems for business workflows, with a focus on automation, internal tools, structured outputs, validation, and production support.

At Hermit Edge, I design and build systems around retrieval, schema validation, deterministic fallback paths, protected write paths, cost controls, deployment, documentation, and post-release support.

My work includes private client systems and technical reference builds across AI implementation, automation, internal tools, and workflow software.

Experience

Work history, roles, and key accomplishments

Current

Full-Stack AI Engineer

Current

Hermit Edge

Feb 2025 - Present (1 year 4 months)

Design and build full-stack AI systems for business workflows, including retrieval, structured outputs, schema validation, fallback paths, protected write flows, cost controls, deployment, documentation, and post-release support for client systems and technical reference builds.

Structured Outputs Workflow Automation Full Stack Developer AI Development AI Engineering Systems Thinking Systems Engineering Systems Integrations API Integration

Business Systems Analyst

IQVIA

Apr 2023 - Oct 2024 (1 year 6 months)

Built healthcare operations automation systems using Azure AI and FastAPI with SQL, VBA, and rule-based validation, supporting global teams across multiple regions. Converted manual document, reporting, and ETL workflows into structured automation with clearer runtime behavior and reduced manual review burden.

Azure AI fastAPI SQL VBA Reporting Tools Process Automation Document Automation ETL Healthcare Operations Validation Workflow Automation Fullstack Development AI Enabled Development AI Engineering

Automation & Data Engineer

Various Roles

Sep 2015 - Oct 2022 (7 years 1 month)

Built internal tools, reporting systems, dashboards, and database-backed workflows across operations, compliance, sales, QA, administration, records, and public-sector processes. Supported teams working with messy inputs, approvals, controlled access, reporting deadlines, and traceability requirements.