I build AI agents and autonomous workflows that automate real business processes.
Currently focused on building:
- 🤖 AI Employees
- 🧠 Agentic AI Systems
- 🔄 Business Process Automation
- 🔌 MCP Servers & Tool Integrations
- ⚙️ Production AI APIs
- ☁️ Cloud-Native AI Applications
Designing structured prompts and agent instructions that improve reasoning, tool usage, consistency, and reliable outputs.
Prompt Design · Structured Outputs · Tool Calling · Agent Instructions
Designing how AI systems receive, retrieve, store, and manage the right context at the right time.
RAG · Memory · Context Management · Knowledge Retrieval
Building autonomous execution loops that allow agents to continuously process tasks, handle failures, retry operations, and recover from errors.
Autonomous Loops · Retry Logic · Error Recovery · Task Processing
Building production-oriented agents with tools, skills, planning, guardrails, memory, and human-in-the-loop workflows.
Agent Skills · Tool Use · Guardrails · Planning · Human-in-the-Loop
Autonomous AI workers that monitor tasks, make decisions, use tools, and execute business workflows. Python · LLMs · Agent Skills · Tool Calling | Agents with tools, memory, guardrails, RAG, orchestration, and autonomous execution. RAG · MCP · Multi-Agent · LLM APIs | Automating repetitive business processes across email, social media, accounting, files, and internal systems. n8n · APIs · Playwright · Automation |
Connecting AI agents with external applications, tools, APIs, and business systems. MCP · APIs · Playwright · Tool Integration | Building reliable APIs and backend infrastructure for AI-powered applications. FastAPI · Python · PostgreSQL · Supabase | Deploying AI applications using containers, cloud platforms, authentication, and monitoring. Docker · Vercel · Cloud Infrastructure |
A fully integrated AI Employee system designed to automate real business operations across multiple domains.
| Metric | Result |
|---|---|
| 🏆 Gold Tier Requirements | 12/12 |
| 🧠 Agent Skills | 15+ |
| 🐍 Python Files | 30+ |
| 💻 Lines of Code | 5,000+ |
| 📚 Documentation | 20+ files |
| 🔄 Cross-Domain Workflows | Implemented |
| 🔌 MCP Servers | Filesystem + Playwright |
| 🧪 Test Coverage | 100% |
- 🤖 Autonomous task processing
- 🔄 Cross-domain workflow orchestration
- 📧 Gmail monitoring and email automation
- 💰 Odoo accounting and invoice automation
- 📱 Facebook / Instagram automation
- 🐦 Twitter / X automation
- 💼 LinkedIn automation
- 💬 WhatsApp monitoring
- 🔌 Multiple MCP servers
- 🧑💻 Human-in-the-loop approval workflows
- 🛡️ Error recovery with exponential backoff
- 📊 Comprehensive audit logging
- 📈 Weekly business intelligence reports
- 🔁 Autonomous processing loops
- 📁 File-system monitoring
- 🧠 Agent Skills architecture
┌──────────────────────┐
│ AI Employee │
│ Agentic Brain │
└──────────┬───────────┘
│
┌───────────────┼───────────────┐
│ │ │
▼ ▼ ▼
┌──────────┐ ┌───────────┐ ┌───────────┐
│ MCP │ │ Workflow │ │ Agent │
│ Servers │ │Orchestrator│ │ Skills │
└────┬─────┘ └─────┬─────┘ └─────┬─────┘
│ │ │
└───────────────┼───────────────┘
│
┌────────────────────────┼────────────────────────┐
│ │ │
▼ ▼ ▼
┌──────────┐ ┌──────────┐ ┌──────────┐
│ Gmail │ │ Odoo │ │ Social │
│ │ │Accounting│ │ Media │
└──────────┘ └──────────┘ └──────────┘
│ │ │
└────────────────────────┼────────────────────────┘
│
▼
┌──────────────────┐
│ Approval System │
│ Human-in-Loop │
└────────┬─────────┘
│
▼
┌──────────────────┐
│ Audit & Reports │
└──────────────────┘