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You will get Agentic AI LangChain & n8n Chatbot via FastAPI & Make Webhooks
Rising Talent
Rising Talent
Project details
Stop losing customers to slow response times. Most "chatbots" are just "dumb" scripts that frustrate users. I build Agentic AI and Workflow Automation APIs, AI Agents that don't just talk; they run FastAPI.
Powered by LangChain and LangGraph, my agents execute Zapier AI integrations by connecting the OpenAI APIs to your Make.com backend.
Why this AI system stands out:
Python & n8n Automation: Unlike standard bots, my agents query FastAPI Webhooks and OpenAI to provide seamless API integrations.
Agentic AI & LangChain Routing: I implement Stateful Interrupts. The AI handles the API routes, but complex APIs via Make.com sync are paused for your n8n API integrations.
LLM Chatbot System: Using RAG (Retrieval-Augmented Generation), your API "Chats with your data," pulling data directly from your ChatGPT APIs and Webhooks with 100% accuracy.
The Tech Stack: I utilize the industry-standard "Big 3" frameworks, LangGraph, LangChain, and OpenAI, integrated via n8n or Python to ensure a scalable, enterprise-grade solution.
Transform your Workflow Automations with a 24/7 Agentic AI & RAG Chatbot that scales your revenue while reducing your overhead.
Powered by LangChain and LangGraph, my agents execute Zapier AI integrations by connecting the OpenAI APIs to your Make.com backend.
Why this AI system stands out:
Python & n8n Automation: Unlike standard bots, my agents query FastAPI Webhooks and OpenAI to provide seamless API integrations.
Agentic AI & LangChain Routing: I implement Stateful Interrupts. The AI handles the API routes, but complex APIs via Make.com sync are paused for your n8n API integrations.
LLM Chatbot System: Using RAG (Retrieval-Augmented Generation), your API "Chats with your data," pulling data directly from your ChatGPT APIs and Webhooks with 100% accuracy.
The Tech Stack: I utilize the industry-standard "Big 3" frameworks, LangGraph, LangChain, and OpenAI, integrated via n8n or Python to ensure a scalable, enterprise-grade solution.
Transform your Workflow Automations with a 24/7 Agentic AI & RAG Chatbot that scales your revenue while reducing your overhead.
AI Algorithms
Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Speech, AI-Generated Code, Conversational AI, Natural Language Understanding, Text RecognitionAI Development Language
PythonAI Tools
Azure OpenAI, Bing AI, GitHub Copilot, Hugging Face, Streamlit, TensorFlowAI Models
ChatGPT, GPT-3, GPT-4, GPT-Neo, LLaMA, OpenAI CodexWhat's included
| Service Tiers |
Starter
$200
|
Standard
$500
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - | - |
Frequently asked questions
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ZM
Zainab M.
Dec 26, 2025
Experienced in Agentic AI Systems
It was great working with Muhammad. He is knowledgeable and accommodating, and I would recommend him for future projects.
About Muhammad Ali
AI Automation Developer GHL Make n8n Zapier Expert
Islamabad, Pakistan - 1:06 am local time
🛑 Go ahead and keep scrolling, your competitors will thank you. Let them be the ones to stop building "dumb" workflows.
🎁 Guarantee: 100% transparency on ROI. If an intelligent system won't save you time or multiply your revenue, I won't build it. 🤝
⚡ So, if you're still reading, here is how we fix the mess:
Stop doing things by hand: I use tools like n8n, Make, and Zapier to automate your slow, repetitive daily tasks.
Build smart digital workers: I use custom Python scripts to create AI agents that don't just follow basic rules, they actually think, make decisions, and do the heavy lifting for you.
Turn AI into profit: I take basic AI models and upgrade them into advanced, multi-agent systems that scale your operations and directly drive revenue.
🛠️ What I Build
🧠 1. Agentic AI & Intelligent Backends
🚫 The Headache: Basic chat setups that lack context and can't execute real-world tasks.
✨ The Fix: Stateful, autonomous systems. I move beyond simple bots to build AI that can remember context, make decisions, and execute tasks via robust API Integration.
🎯 The Proof: Built a multi-agent automated client acquisition engine for US-based service niches (HVAC, real estate) that seamlessly handles sourcing, scraping, and highly personalized outreach.
🏆 The Payoff: Complete alignment with the 2026 shift toward AI Agents, moving your business from simple "chat" to autonomous "action."
⚙️ 2. End-to-End Enterprise Automation
⏳ The Headache: Manual data entry, scattered operational tools, and expensive "per-task" scaling costs.
🔌 The Fix: Custom Webhooks, API Integration, and Self-Hosted n8n Setup. I wrap your AI logic in responsive, scalable workflows designed to handle complex data efficiently.
🏗️ The Proof: Architected an Automated Client Onboarding System and GHL Funnel Automation that syncs entire operational ecosystems without human intervention.
🚀 The Payoff: Operations run hands-free. You stop managing tasks and start managing outcomes.
🕸️ 3. High-Performance Data Extraction
🐌 The Headache: Slow, crash-prone data gathering that bottlenecks your lead generation.
⚡ The Fix: Scraping engines built to handle massive data enrichment without failing.
📊 The Proof: Engineered robust Web Scraping (BeautifulSoup / Playwright / Selenium) pipelines coupled with precise JSON Data Parsing and Database Synchronization for real-time market intelligence.
🏎️ The Payoff: Speed is non-negotiable. You get an uninterrupted, high-speed data flow that scales alongside your enterprise.
📦 Every Delivery Includes
✅ Crystal-Clear Blueprints.
✅ Enterprise-Grade Code.
✅ The Manual
✅ The "Sleep at Night" Guarantee
💻 Tech Stack & Core Services
🤖 AI & Agents: Agentic AI systems, Multi-Agent System Development, Custom GPT Developer, Flowise Developer, RAG Pipeline Development, OpenAI API, LangChain, LangGraph.
🔄 Automation: n8n Developer, Make com Expert, Zapier Expert, Custom Webhook Developer, API Integration Specialist, CRM Workflow Automation.
🗄️ Data & Scripting: Python Automation Scripts, Custom JavaScript, Web Scraping (BeautifulSoup / Playwright / Selenium), JSON Data Parsing, Database Synchronization.
🏢 Operations & Ecosystems: Airtable Architect, GHL Funnel Automation, Automated Client Onboarding System, Intelligent Document Processing.
📩 Let’s discuss how we can automate your growth using AI Agents.
AI Agents engineer, n8n workflows, AI automation developer, lead generation automation, custom AI software, AI voice agent, Make expert, Autonomous AI agents, AI internal tools, Zapier automation, LangChain developer, CRM automation, AI agent orchestration, LiveKit developer, AI integration expert, operations automation, Claude Code developer, n8n consultant, AI chatbot developer, workflow automation specialist, multi-agent systems, HubSpot automation, n8n automation, AI MVP developer, AI automation expert, LangChain developer, marketing automation, AI dashboard developer, Retell AI developer, agentic AI systems, automation engineer, GHL developer, Make automation, Claude API developer, business process automation, Python AI agents, Vapi developer, agentic AI developer, AI workflow automation, n8n expert, AI consultant, sales automation, AI receptionist, OpenAI developer, Claude Code expert, n8n developer, GoHighLevel expert, AI SaaS developer, AI app developer, Pipedrive automation, AI agent expert, MCP server developer, AI product developer, voice AI developer, AI implementation
Steps for completing your project
After purchasing the project, send requirements so Muhammad Ali can start the project.
Delivery time starts when Muhammad Ali receives requirements from you.
Muhammad Ali works on your project following the steps below.
Revisions may occur after the delivery date.
Agentic AI Workflow & API Integration Mapping
I map your Python Webhooks using LangChain or LangGraph. I identify key API Integration points for n8n, Make.com, and OpenAI FastAPI routes to ensure the LLMs can perform API-driven actions.
Development of RAG & Agentic AI Systems
Using LangChain, I build a RAG (Retrieval-Augmented Generation) system. This allows AI Agents to query your private data and trigger an automated, Python Workflow Automation architecture.