AI Agent Development

Agents that work
24/7 for
your business.

Custom AI agents that automate tasks, answer customers, analyze data, and integrate with your tools — built and deployed end to end.

Start a project See what I build
Approach
End-to-end build — from architecture to production deployment.
10+
LLM integrations
REST
API-first design
Platforms
OpenAI · Anthropic Claude · LangChain · Python

Foundations

What are AI agents?

An AI agent is a software system that perceives its environment, makes decisions, and takes actions to accomplish a goal — without requiring a human to issue every instruction. Unlike a chatbot that simply replies to questions, an agent can browse the web, call APIs, write code, read files, and chain multiple tasks together autonomously.

For businesses, this translates to a tireless digital employee: one that handles customer inquiries at 3 AM, processes incoming data the moment it arrives, and routes tasks through your existing workflows — all without manual oversight.

Autonomous Decision-Making
Evaluates context and selects the best action without step-by-step instructions.
Web & API Access
Searches the web, reads documentation, and calls third-party APIs in real time.
Memory & Context
Retains conversation history and past actions to provide coherent, evolving responses.
Tool Use
Runs code, queries databases, and invokes specialized tools to complete complex tasks.
Always On
Operates continuously — handling incoming requests day and night with no downtime.

What I Build

Agent types

Customer Support Agent

An always-on support agent trained on your product knowledge base that resolves common queries, escalates edge cases, and maintains a consistent brand voice.

  • Natural language FAQ resolution
  • Handoff to human agents with full context
  • Multi-channel deployment (web, Slack, email)

Data Analysis Agent

Connects to your databases and data sources, runs statistical analysis on demand, and delivers plain-language insights without requiring a data team on call.

  • Natural language to SQL query generation
  • Automated anomaly detection and alerts
  • Scheduled reports delivered to Slack or email

Workflow Automation Agent

Orchestrates multi-step business processes across your existing tools — CRM updates, invoice processing, onboarding sequences — triggered by events or schedules.

  • Cross-app task orchestration via API integrations
  • Event-driven triggers and conditional logic
  • Audit trail and error recovery built in

Research Agent

Autonomously scours the web, synthesizes findings from multiple sources, and returns structured reports — compressing hours of manual research into minutes.

  • Multi-source web search and content extraction
  • Source citation and credibility scoring
  • Structured output in your preferred format

Tech Stack

Tools & frameworks

OpenAI
LLM Provider
Anthropic Claude
LLM Provider
LangChain
Agent Framework
Python
Language
FastAPI
API Server
PostgreSQL
Database
Redis
Cache / Queue
Docker
Deployment

How It Works

The build process

Discover

We map your workflows, pain points, and tooling — identifying exactly which tasks are ripe for automation and what outcomes matter most.

Design

I architect the agent's decision logic, tool set, memory structure, and integration points — then validate the design before writing a line of code.

Build

Development in Python using your chosen LLM provider and frameworks. Regular check-ins keep the agent aligned with your requirements throughout.

Deploy

Containerized, tested, and launched to your environment — with documentation, monitoring setup, and a handover session so your team can run it confidently.

Ready to automate your workflow?

Let's discuss which agent fits your business. Reach out to scope the project.

Get in touch