Ammar
Ahmad

Ai Engineer

AmmarAhmad

Orchestrating Autonomous Workflows.
Powered by AI.

AI Engineer architecting resilient, self-governing systems. Enabling Artificial Intelligence to reason, plan, and execute complex business logic autonomously.

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Turning Data Chaos
Into Order.

The Problem

Business data is fragmented, unstructured, and spread across documents, conversations, internal systems, and legacy databases. Traditional automation and analytics approaches struggle to interpret context, handle ambiguity, and extract reliable insights from this noise, leaving valuable information underutilized.

My Solution

I build Context-Aware RAG Pipelines. I create agents that ingest raw, unstructured chaos and convert it into structured, actionable ROI, bridging the gap between your legacy systems and modern AI.

My Arsenal

LangChain

LangGraph

n8n Orchestration

Multi-Agent Systems

Agentic Workflows

Webhooks & API Integ.

Prompt Engineering

RAG Pipelines

CRM & G-Workspace

Python

Vector Databases

Git / GitHub

Jira Integration

Slack Bots

Technical Services

I bridge the gap between cutting-edge AI and practical business automation. Here is how I can help you scale.

Agentic AI Systems

I build autonomous agents that don't just chat—they take action. Using OpenAI Agents SDK and Python, I create agents that reason, plan, and execute complex business tasks without human oversight.

OpenAI Agents SDKPythonAutonomous Agents

n8n Automation

Stop doing repetitive work. I architect complex, self-healing Agentic workflows in n8n that connect your CRM, Email, and Database. If it has an API, I can agenticly automate it.

Workflow OrchestrationWebhooksError Handlingn8nApi Integrations

RAG Pipelines

Turn your static documents into intelligent conversations. I build Retrieval-Augmented Generation (RAG) systems that let your AI answer questions based on your specific company data.

Vector DBsKnowledge RetrievalContext Awareness

Featured Projects

A look at recent agentic workflows and systems I've built.
Focusing on logic, orchestration, and ROI.

Real-time Incident Response System

Intelligent Fleet Dispatcher

A completely autonomous dispatch system. It intercepts unstructured driver reports, uses Gemini 2.5 Pro to analyze severity, and instantly routes tickets to Jira while alerting Slack channels—reducing response time by 98%.

n8n (Docker)Gemini 2.5 ProJira API+2 more

The Virtual SDR Agent

Autonomous AI Lead Qualifier

An intelligent agent that acts as a Virtual SDR. It bypasses LLM knowledge cutoffs by orchestrating live web searches to find up-to-date company info, verifying data integrity, and enriching CRM records without human intervention.

n8nSerpAPIGemini ReAct+2 more

Human-in-the-Loop Architecture

AI Powered Email Assistant

Solving the 'AI Trust' problem. This workflow connects Gmail to Llama 3 to draft high-quality contextual replies in milliseconds. However, it uses a 'Draft-First' architecture, requiring a single human click to approve sending, ensuring 100% safety.

n8n CloudLlama 3 (Groq)Gmail OAuth2+1 more

Institutional Knowledge Engine

CISNR Voice-Activated RAG Agent

A voice-enabled RAG (Retrieval-Augmented Generation) system built for CISNR. It monitors a Google Drive for new PDF research, embeds them into a Vector Database, and allows users to query institutional knowledge via a natural voice interface.

n8nPineconeElevenLabs+2 more