AI Agents & Intelligent Systems

• Design and deploy AI agents for:
  
  

• Analysis
  
  

• Customer interaction
  
  

• Decision support
  
  

• Knowledge-based reasoning

• Build multi-step agent workflows (not single replies)
  
  

• Connect agents to:
  
  

• Knowledge bases
  
  

• User inputs (text, image, data)
  
  

• Business logic
  
  

• Optimize agent behavior for clarity, accuracy, and reliability
  
  

---

2?? AI Automations

• Design automation flows powered by AI, not static rules
  
  

• Convert human processes into:
  
  

• AI decision trees
  
  

• Automated actions
  
  

• Trigger-based workflows
  
  

• Build systems such as:
  
  

• User action ? AI logic ? output ? follow-up
  
  

• Payment ? access ? AI execution ? delivery
  
  

• Reduce manual operations using AI-driven automation
  
  

---

3?? AI Web Apps (Product Layer)

• Build and manage AI web applications that include:
  
  

• User authentication
  
  

• Credit / usage-based systems
  
  

• Upload & input handling (image, text, forms)
  
  

• AI-generated outputs
  
  

• Implement admin panels for:
  
  

• User control
  
  

• Access management
  
  

• Credit allocation & deduction
  
  

• System monitoring
  
  

• Ensure clean, usable, and scalable AI product architecture
  
  

---

4?? Payments, Access & Control Systems

• Integrate payment systems and connect them with AI usage
  
  

• Build:
  
  

• Credit-based access models
  
  

• Usage tracking systems
  
  

• Expiry & renewal logic
  
  

• Ensure AI execution is controlled, measurable, and auditable
  
  

---

5?? AI System Architecture & Cost Efficiency

• Choose lean, scalable AI stacks
  
  

• Avoid over-engineering
  
  

• Optimize:
  
  

• Compute usage
  
  

• API calls
  
  

• Infrastructure cost
  
  

Recommend simpler, faster, cheaper AI implementations

AI & Automation

• Experience building AI agents (any framework or custom)
  
  

• Strong understanding of AI workflows and logic chaining
  
  

• Knowledge of LLMs, reasoning flows, and tool-calling
  
  

• Experience with AI-powered automation systems
  
  

Web & System Development

• Experience building AI web apps
  
  

• Backend logic for:
  
  

• Users
  
  

• Credits
  
  

• Permissions
  
  

• Comfortable with:
  
  

• APIs
  
  

• Databases
  
  

• Webhooks
  
  

• Ability to integrate multiple systems into one AI product
  
  

Tools & Stack (Flexible)

(Tool choice matters less than thinking)

• AI APIs / Agent frameworks
  
  

• Backend (Node / Python or similar)
  
  

• Frontend basics for AI products
  
  

• Automation tools (Make, Zapier, custom logic)
  
  

• Firebase / Supabase / similar