AI Engineer | Multi-Agent Systems | LLM, RAG, MCP | Automation, n8n

I design and build enterprise-grade AI systems that automate customer interactions, internal operations, and business workflows using LLMs, Voice AI, RAG, multi-agent orchestration, and scalable backend engineering.

From AI Voice Agents and intelligent copilots to enterprise knowledge platforms and autonomous workflow automation, I build production-ready systems that integrate with existing infrastructure while remaining **secure, observable, scalable, and maintainable.**

🔥 **CORE EXPERTISE**

🤖 AI & LLM SYSTEMS

✓ Custom LLM Applications
✓ AI Copilots & Intelligent Assistants
✓ Structured Outputs & Tool Calling
✓ Prompt Engineering & Model Evaluation

🎙️ ENTERPRISE VOICE AI

✓ AI Receptionists & Voice Agents
✓ Call Center & Customer Support Automation
✓ Sales & Lead Qualification
✓ Appointment & Booking Automation
✓ Human Handoff Workflows
✓ Knowledge Base & RAG Integration
✓ CRM, ERP & MCP Integrations
✓ Real-time Voice Analytics

Platforms: Retell AI • Vapi • Bland AI • ElevenLabs • Deepgram • Twilio • OpenAI • Claude • Gemini

🧠 **MULTI-AGENT SYSTEMS**

✓ LangGraph • CrewAI
✓ Agent Orchestration
✓ Planning & Workflow Execution
✓ Human-in-the-loop Systems
✓ Stateful Memory
✓ Multi-step Reasoning Pipelines

📚 RAG & KNOWLEDGE SYSTEMS

✓ Enterprise Knowledge Platforms
✓ Hybrid Retrieval (Dense + Sparse)
✓ Query Transformation & Optimization
✓ Reranking & Context Management
✓ Hallucination Mitigation
✓ Retrieval Evaluation

⚡ AI WORKFLOW AUTOMATION

✓ AI Business Process Automation
✓ n8n Workflow Orchestration
✓ CRM & ERP Integrations
✓ Third-party API Integrations
✓ Database Automation
✓ Event-driven AI Workflows

⚙️ **BACKEND & INFRASTRUCTURE**

✓ Python & FastAPI
✓ REST APIs & Microservices
✓ Authentication & RBAC
✓ PostgreSQL • Redis • Vector Databases
✓ Docker
✓ Azure • AWS • Google Cloud

💼 WHAT I BUILD

✓ Enterprise AI Assistants
✓ Multi-Agent Applications
✓ Voice AI Solutions
✓ AI Workflow Automation
✓ Internal Knowledge Systems
✓ AI-powered SaaS Features
✓ Document Intelligence Platforms
✓ Secure AI APIs
✓ Scalable Backend Services

🏗️ ENGINEERING APPROACH

Building reliable AI requires more than connecting an LLM. I design complete production architectures with retrieval pipelines, agent orchestration, verification layers, caching, access control, observability, evaluation frameworks, and scalable backend services.

Every component is designed as part of a **maintainable software architecture—not an isolated prototype.** I prioritize performance, security, reliability, maintainability, and cost.

🤝 LET'S BUILD YOUR AI PRODUCT

✓ Build a new AI product
✓ Add LLM capabilities to an existing application
✓ Build multi-agent systems
✓ Automate complex business workflows
✓ Create AI-powered SaaS features

I build reliable, production-ready AI software designed for real-world business.

Work Terms

I follow a professional, structured, and engineering-focused approach to every project. My priority is to understand requirements clearly, design the right solution, and deliver reliable, maintainable, and production-ready work.

Engineering Approach:

* Analyze requirements and define clear project objectives before implementation.
* Design scalable and maintainable solutions rather than short-term prototypes.
* Follow clean coding practices, modular architecture, security, testing, and documentation.
* Provide regular progress updates and communicate clearly throughout the project.
* Test and validate deliverables before final handover.
* Remain flexible and adapt the implementation based on project requirements and feedback.

Time & Availability:
I maintain flexible working hours and am available most of the time according to the project's needs. I can adjust my schedule for meetings, deadlines, and urgent technical requirements when necessary.

Communication:
I am comfortable communicating through any channel preferred by the client, including Guru messaging, email, Slack, Microsoft Teams, Zoom, Google Meet, or other agreed platforms. I value clear, timely, and transparent communication throughout the engagement.

Payment Terms:

* Payment terms and milestones are agreed upon before starting the project.
* For larger projects, I prefer milestone-based payments tied to clearly defined deliverables.
* For smaller tasks, payment can be arranged according to the agreed project scope.
* Work begins after the agreed contract and initial milestone/payment arrangements are confirmed through Guru.
* Any changes to the original scope, additional features, or significant requirements will be discussed and agreed upon before implementation.

Delivery & Support:
I focus on delivering high-quality work within agreed timelines. Project schedules and milestones are discussed upfront, with regular updates on progress, completed work, and any potent