Custom AI agents and automate your business workflows by Sam VillaCustom AI agents and automate your business workflows by Sam Villa
Custom AI agents and automate your business workflowsSam Villa
Cover image for Custom AI agents and automate your business workflows

Overview

Turn repetitive business processes into intelligent, automated workflows.
I design and build custom AI agents that help businesses automate research, process information, connect internal systems, and execute multi-step tasks with minimal manual intervention.
Whether you need an AI assistant for your team, an agent that processes documents, or a workflow that connects several applications, I can help you turn your requirements into a reliable, production-ready solution.

What I can build

Custom AI agents: Assistants that research, analyze, process data, and execute defined tasks.
Business process automation: Replace repetitive manual work with structured, automated workflows.
RAG applications: Connect AI agents to your documents, databases, or internal knowledge.
API and software integrations: Connect AI systems with CRMs, business applications, and internal tools.
Multi-agent workflows: Coordinate specialized agents to complete more complex processes.
Deployment and testing: Implement logging, error handling, approval checkpoints, and production deployment.

How we'll work together

Discovery: Identify the process, desired outcome, and existing tools.
Architecture: Define how the AI agent will operate and what systems it needs to access.
Development: Build the agent, integrations, and workflows.
Testing: Validate behavior, reliability, security, and edge cases.
Deployment: Deliver the working system with documentation and handover.

Technologies

Python, OpenAI, Anthropic, Langchain, LangGraph, PostgreSQL, pgvector, AWS, Railway, Docker, and APIs.

Why work with me?

I have six years of experience delivering AI and data systems across more than 20 client engagements, including work in regulated industries.
I've helped develop enterprise AI agents, private LLM infrastructure, RAG systems, and production business applications.
The goal isn't just to build an AI agent. It's to create a system your business can actually use.
FAQs

Example work
Development of Hermie: An AI Agent MVP Product
Contact for pricing
Duration1 week
Tags
Hermes
LangChain
Python
Redis
AI Agent Developer
AI Agent Engineer
AI Automation
AI Integration
Business Workflow Automation
Service provided by
Sam Villa Ho Chi Minh City, Vietnam
Custom AI agents and automate your business workflowsSam Villa
Contact for pricing
Duration1 week
Tags
Hermes
LangChain
Python
Redis
AI Agent Developer
AI Agent Engineer
AI Automation
AI Integration
Business Workflow Automation
Cover image for Custom AI agents and automate your business workflows

Overview

Turn repetitive business processes into intelligent, automated workflows.
I design and build custom AI agents that help businesses automate research, process information, connect internal systems, and execute multi-step tasks with minimal manual intervention.
Whether you need an AI assistant for your team, an agent that processes documents, or a workflow that connects several applications, I can help you turn your requirements into a reliable, production-ready solution.

What I can build

Custom AI agents: Assistants that research, analyze, process data, and execute defined tasks.
Business process automation: Replace repetitive manual work with structured, automated workflows.
RAG applications: Connect AI agents to your documents, databases, or internal knowledge.
API and software integrations: Connect AI systems with CRMs, business applications, and internal tools.
Multi-agent workflows: Coordinate specialized agents to complete more complex processes.
Deployment and testing: Implement logging, error handling, approval checkpoints, and production deployment.

How we'll work together

Discovery: Identify the process, desired outcome, and existing tools.
Architecture: Define how the AI agent will operate and what systems it needs to access.
Development: Build the agent, integrations, and workflows.
Testing: Validate behavior, reliability, security, and edge cases.
Deployment: Deliver the working system with documentation and handover.

Technologies

Python, OpenAI, Anthropic, Langchain, LangGraph, PostgreSQL, pgvector, AWS, Railway, Docker, and APIs.

Why work with me?

I have six years of experience delivering AI and data systems across more than 20 client engagements, including work in regulated industries.
I've helped develop enterprise AI agents, private LLM infrastructure, RAG systems, and production business applications.
The goal isn't just to build an AI agent. It's to create a system your business can actually use.
FAQs

Example work
Development of Hermie: An AI Agent MVP Product
Contact for pricing