I will build custom ai agents, rag systems, and n8n automations


Level 2
About this gig
I will build custom AI agents, RAG applications, and intelligent business automation workflows tailored to your needs.
Whether you need to automate repetitive tasks, connect business applications, build an AI knowledge assistant, or create a workflow that analyses information and supports decisions, I can help.
I focus on reliable systems with validation, error handling, logging, and appropriate human oversight, not simply connecting an LLM to a chatbot.
Typical tools include Python, n8n, FastAPI, PostgreSQL, Qdrant, Docker, REST APIs, and LLMs such as OpenAI, Claude, Gemini, and Ollama. The architecture can be cloud-hosted, client-hosted, self-hosted, or hybrid according to your budget, privacy requirements, and existing infrastructure.
You will receive documented workflows, relevant test examples, and clear setup instructions. My work is informed by hands-on projects in citation-aware PDF RAG, multilingual support operations, authenticated expense ingestion, and evidence-driven OCR/data pipelines.
Please contact me before ordering to discuss your business process, required integrations, and project scope.
Get to know Mehreen M
From Data to Decisions, From AI to Action
Level 2
- FromPakistan
- Member sinceOct 2019
- Avg. response time1 hour
- Last delivery6 months
Languages
Urdu, English
My Portfolio
FAQ
Do I need an AI agent or a traditional automation workflow?
Not every business process needs an AI agent. For predictable tasks, rule-based automation is often faster, cheaper, and more reliable. AI agents are useful when workflows require interpreting unstructured information, selecting tools, or handling variable inputs. I'll recommend the simplest archit

