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.
Looking for a job
Meggan Longoria
@mlongoria
AI Systems Engineer | Agentic AI • RAG • Knowledge Systems | Python • LlamaIndex • FastAPI • Supabase • Pinecone • n8n | Remote
United StatesWhat I'm looking for
I build production-oriented AI systems that combine agent orchestration, knowledge retrieval, and backend infrastructure to automate complex business processes.
My work focuses on designing reliable AI applications. I enjoy building AI-native and AI-assisted systems that reason through tasks, orchestrate tools, retrieve the right information, and produce observable, repeatable outcomes.
I'm especially interested in production AI engineering, including agentic workflows, Retrieval-Augmented Generation (RAG), multi-agent systems, observability, and backend architecture.
Core Engineering Focus:
- Agentic AI & Orchestration - Document ingestion & preprocessing
- Multi-agent workflow design - Metadata engineering
- Event-driven AI pipelines - Prompt guardrails & evaluation
- Tool calling and API orchestration - Production AI Infrastructure
- Decision logic and workflow reliability - Backend API development
- Retrieval-Augmented Generation (RAG) - Pipeline observability
- Human-in-the-loop design - System monitoring & alerting
- Knowledge Systems - Operational reliability
- Semantic search - Production-ready workflow design
- Vector databases
Technical Stack
Languages & Frameworks: Python, FastAPI, JavaScript, JSON, Markdown, HTML/CSS
AI & Data: n8n, LlamaIndex, LlamaParse, Pinecone, Supabase, Airbyte, Dify
LLMs: Googel Gemini, OpenAI, Anthropic Claude, ChatGPT/Codex
Outside of that, I’m spending time with my boys & our dog, homeschooling, working on portfolio projects, and volunteering to transform media into short-form assets for nonprofit outreach.
Top Skills:
AI Systems Engineering • Agentic AI • Retrieval-Augmented Generation (RAG) • Multi-Agent Systems • AI Infrastructure • Backend Automation
Experience
Work history, roles, and key accomplishments
PP
Current
Contract Review Multi-Agent Sys Project
Personal Project
May 2026 - Present (2 months)
-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 2 months)
-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 7 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
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.
Tech stack
Software and tools used professionally
Availability
Looking for a job
Location
United StatesAuthorized to work in
Portfolio
app.notion.com/p/megganlongoria/Meggan-Longoria-AI-Systems-Engineer-2f01c42ba0678043b3a2d79150da00d5Salary expectations
65k+ USD
Job categories
Interested in hiring Meggan?
You can contact Meggan and 90k+ other talented remote workers on Himalayas.
Message MegganGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
