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Meggan LongoriaML
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Meggan Longoria

@mlongoria

AI Workflow Engineer | Agentic & RAG Systems | Technical Data Pipelines | n8n • Dify • Airbyte • LangSmith | Remote

United States
Message

What I'm looking for

Remote Agentic AI Workflow & RAG Engineer roles that focus on designing autonomous agents, multi-agent workflows, RAG pipelines, and ETL data ingestion. Prefers asynchronous, document-driven teams prioritizing uninterrupted development over meeting overhead.

Agentic workflow and RAG pipeline engineering designed to maximize operational efficiency and productivity.

Specializing in transforming unstructured knowledge data into high-performance Markdown schemas to maximize retrieval accuracy, reduce token waste, and enforce strict context boundaries.

Thriving in document-driven, asynchronous environments, I enjoy working independently behind the scenes to translate operational bottlenecks into reliable, automated backend architectures.

Core Engineering Focus

  • Agentic Orchestration & Tool Calling: Designing autonomous system logic, API routing, multi-agent frameworks, and Human-in-the-Loop (HITL) guardrails to ensure safe deterministic task execution.

  • Data Ingestion & RAG Pipelines: Transforming business documentation into clean semantic chunks and Markdown layouts to optimize vector database ingestion, maximize retrieval accuracy, and reduce model hallucinations.

  • Observability & System Reliability: Implementing telemetry tracing frameworks for monitoring and authoring the technical documentation required to scale stable AI deployments.

Stack & Technical Ecosystem

  • AI & RAG FRAMEWORKS: Dify, LlamaIndex, LlamaParse, Airbyte, Pinecone, LangSmith

  • CORE DEVELOPMENT: Python, FastAPI, JavaScript, JSON, XML, Markdown, HTML/CSS

  • WORKFLOW & AUTOMATION: n8n, Zapier Agents, GoHighLevel AI

  • FOUNDATION MODELS: Anthropic Claude, Google Gemini, OpenAI ChatGPT

Outside of that, I’m spending time with my boys and our dog, homeschooling, learning about new tools or best practices, and volunteering to transform long-form media into optimized digital assets for nonprofit outreach.

Top Skills: Agentic Workflow Engineering • RAG Architecture • ETL Data Ingestion • LLM Orchestration & Observability • Systems Documentation

Experience

Work history, roles, and key accomplishments

PP
Current

Contract Review Multi-Agent Sys Project

Personal Project

May 2026 - Present (1 month)

-Built a data ingestion pipeline to extract and clean data, converting it into MD text for vector storage.
-Designed a multi-agent orchestration with specialized agents for evaluating legal risk, compliance, and generating summaries, with data consistency via Pydantic JSON schemas.
-Integrated observability for pipeline trace tracking and built a FastAPI human-in-the-loop (HITL) endpoint.

FR
Current

Independent AI Automation & Support

Freelance

May 2022 - Present (4 years 1 month)

-Develop and validate custom AI orchestration workflows focused on structured reasoning and multi-platform task execution
-Standardize raw data layouts into clean Markdown formats to directly optimize vector chunking, improve RAG, and LLM retrieval accuracy
-Apply AI tooling across client deliverables, including website and funnel optimization, automated marketing workflows, and content generation

SE
Current

Household Manager & Homeschool Educator

Self-Employed

Dec 2005 - Present (20 years 6 months)

- Standardize scheduling, resource allocation, and task prioritization systems for long-term project management and smooth operation.
- Develop and maintain comprehensive documentation ecosystems for curriculum tracking, digital record-keeping, and compliance.
- Orchestrate independent, asynchronous workflows to coordinate individualized training with overall goals.

BG

Licensed Massage Therapist

Brady Chiropractic Group

Aug 2009 - Jan 2011 (1 year 5 months)

- Maintained precise SOAP clinical documentation tracking patient history, physical assessments, and treatment plans.
- Managed schedules and privacy standard compliance within an independent practitioner framework.
- Provided high-standard customer service and independent time-management under professional health and safety guidelines.

Education

Degrees, certifications, and relevant coursework

DataCamp logoDA

DataCamp

AI Agents & Agentic Systems

2026 - 2026

-BUILDING SCALABLE AGENTIC SYSTEMS & LLMOps CONCEPTS - DataCamp | 2026
-INTRO TO: AI AGENTS, THE OpenAI API, & AI FOR WORK - DataCamp | 2026

GW

Google Technical Writing

Technical Writing

2025 - 2026

AM

A.I. Powered Advertising Agency Accelerator - Billy Gene is Marketing

Digital Marketing

2023 - 2023

Digital marketing, from strategy, content, and copy creation to A.I. integration and campaign management.

DH

Digital Marketing Career Blueprint - Seth Jared Hymes

Digital Marketing

2022 - 2022

Training in Digital Marketing, Email Marketing, Paid Search Management, Organic Search, SEO, and Paid Social.

HS

High School

High School Diploma, General Education

High School Diploma completed; foundational secondary education credential.

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