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.
Meggan Longoria
@mlongoria
AI Workflow Engineer | Agentic & RAG Systems | Technical Data Pipelines | n8n • Dify • Airbyte • LangSmith | Remote
What I'm looking for
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
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.
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
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.
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
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
Google Technical Writing
Technical Writing
2025 - 2026
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.
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.
High School
High School Diploma, General Education
High School Diploma completed; foundational secondary education credential.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
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