You will get a custom data pipeline delivering clean structured data
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Project details
Clean, structured data delivered where you actually need it. Postgres, Supabase, Google Sheets or CSV.
I work with sources you're permitted to access: public datasets, official and documented APIs, sites you own, and sites where you hold permission. If a target's terms don't allow extraction, I'll tell you before you pay rather than after.
What you get:
• A Python pipeline built with Scrapy, Playwright or Selenium, whichever the source actually needs
• Clean structured output. CSV, Google Sheets, PostgreSQL or Supabase
• Pagination, retries and deduplication handled properly, not bolted on
• Rate limiting that respects the source, so nothing gets hammered
• The code, so you own it
What I need from you:
The source, the fields you want, roughly how many records, and confirmation you have the right to access it. If there's a login or a region filter, tell me up front.
Honest notes:
If your job is bigger than the Advanced tier, message me and I'll scope it properly rather than squeeze it into a package.
Every delivery includes a short walkthrough so you can re-run it yourself.
I work with sources you're permitted to access: public datasets, official and documented APIs, sites you own, and sites where you hold permission. If a target's terms don't allow extraction, I'll tell you before you pay rather than after.
What you get:
• A Python pipeline built with Scrapy, Playwright or Selenium, whichever the source actually needs
• Clean structured output. CSV, Google Sheets, PostgreSQL or Supabase
• Pagination, retries and deduplication handled properly, not bolted on
• Rate limiting that respects the source, so nothing gets hammered
• The code, so you own it
What I need from you:
The source, the fields you want, roughly how many records, and confirmation you have the right to access it. If there's a login or a region filter, tell me up front.
Honest notes:
If your job is bigger than the Advanced tier, message me and I'll scope it properly rather than squeeze it into a package.
Every delivery includes a short walkthrough so you can re-run it yourself.
Data Tool
ScrapyWhat's included
| Service Tiers |
Starter
$250
|
Standard
$500
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 10 days |
Number of Pages Mined/Scraped | 5 | 20 | 50 |
Number of Sources Mined/Scraped | 1 | 1 | 3 |
Number of Revisions | 1 | 2 | 3 |
Frequently asked questions
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TH
Tanaha H.
Jul 17, 2026
AI Agent Development Specialist Needed
KP
Kosta P.
Jan 29, 2026
Custom AI agent using Make
MB
Maksym B.
Jan 29, 2026
Scrape all data from bid_cars into a PostgreSQL database
Ahsan was able to quickly scrape and parse 2+mil records from a website in a couple days
ws
wayne s.
Jan 23, 2026
Python Installation and Ongoing Support
Ahsan did an amazing job! I had a small program I wanted to run but tried and couldn't get Python up and running on my computer. I had instructions, but I'm not a techie and couldn't follow them. Ashan remoted into my computer and started working immediately to install it. I asked him several times if he needed to read the instructions I had, but he didn't... he was very familiar with Python and had no problems. I will definitely use Ahsan again in the future and would highly recommend him.
FM
Fernando M.
Jan 5, 2026
Developer expert for integrated app
It was awesome working with Ahsan. Easy communication and very high-skilled professional.
He has a lot of experience with webapps, and we quickly adapted to the platforms my company uses.
He is also good at web scrapping and logic.
He has a lot of experience with webapps, and we quickly adapted to the platforms my company uses.
He is also good at web scrapping and logic.
About Ahsan
n8n & AI Automation Developer | AI Agents | Make | GHL
100%
Job Success
Faisalabad, Pakistan - 9:17 pm local time
You already know what needs automating. You just want it off your plate, built properly, and documented so nobody is trapped maintaining a black box.
I build AI agents, AI chatbots, and n8n workflow automation that survive production. Top Rated on Upwork with a 100% Job Success Score across 35+ delivered projects in e-commerce, SaaS, real estate, and home services.
Every system ships with written documentation and a walkthrough video. Fluent English, 0-4 hour average response time, and I will tell you when automation is the wrong answer.
/// AI SYSTEMS ALREADY RUNNING IN PRODUCTION
Multi-agent research desk, US real estate fund
Two autonomous AI agents scrape grants, investors, and land deals every day. Claude scores each opportunity, drafts the outreach, and delivers one approval briefing every morning instead of a hundred notifications. Built in n8n with Airtable and email.
AI product approval agent, live marketplace
Polls new vendor listings every 30 minutes. Compliance, image quality, and SEO checks run in a single Claude call, then the agent routes each listing to approve or reject with a one-click human sign-off. Their review queue became an exception queue.
Product extraction and recommendation engine, UK marketplace
Rebuilt a failing recommendation system across 873 product roots after a prior developer shipped scoring on corrupted data. Ran a controlled 354-product pilot to prove which extraction layer actually improved results before touching production.
SEO content agent, UK marketplace
Keyword in, finished article out. Ranking data, competitor gap analysis, audience research, writing, and SEO audit chained end to end. No human step in the middle.
Vendor quality scoring engine
Live data pulled across 6 areas, weighted scoring for the quantitative side, Claude for the qualitative side, and AI-generated improvement tips served back to every vendor automatically.
24/7 voice AI receptionist, home services
Fields inbound calls, checks technician availability in real time over API, books the appointment into the CRM, and drops a structured call summary where the team already works.
Sales automation stack, n8n and GoHighLevel
AI handles inbound webhooks, classifies intent, qualifies leads, moves them through the pipeline, and reactivates cold ones. Debounce buffering so a burst of messages does not fire five workflows.
2M+ record data pipeline
Parsed over 2 million vehicle records into PostgreSQL in a couple of days. That result is quoted in my Upwork client feedback.
Document extraction pipeline, funded AI startup
Structured data pulled from PDF bank statements, replacing a manual finance process. The hard part was never the OCR. It was teaching the pipeline to refuse a number instead of guessing one.
/// WHAT I BUILD FOR YOU
1. AI Agents and Multi-Agent Systems
Agentic AI that plans, decides, and acts. Agents that split work, hand off to each other, call tools, and escalate to a human when confidence drops. Built in n8n, Make, LangChain, and LangGraph.
2. n8n Workflow Automation and API Integration
CRM automation, lead routing, document processing, reporting, and outreach sequences. Wired across your existing stack over REST APIs, webhooks, and MCP, with retries and error handling that assume things will fail.
3. AI Chatbots and RAG Systems
Not FAQ bots. AI chatbots wired into your database and CRM that read real data, take real actions, and hand off cleanly with full context when they hit their limit. RAG pipelines built on pgvector and Supabase.
4. AI Voice Agents
Inbound and outbound conversational AI that checks live availability, books appointments, and logs every call into your CRM with a transcript and summary attached.
/// TOOLS I WORK IN
n8n, Make, LangChain, LangGraph, MCP, Claude, OpenAI, Gemini, Python, FastAPI, Supabase, PostgreSQL, pgvector, Airtable, GoHighLevel, HubSpot, Vapi, Retell AI, ElevenLabs, DataForSEO, Shopify, Docker, AWS. If your stack is not here, I will integrate it anyway.
/// HOW I WORK
I design for the ugly cases: API timeouts, duplicate webhooks, missing fields, bad inputs, rate limits, retries, logging, and human escalation. I scope before I build, flag blockers early, and hand over documentation plus a walkthrough video so your team owns what was built.
Tell me what you want automated. You will get an honest answer on whether it is worth building, how long it will take, and what it costs, usually within a few hours.
AI Automation Expert, n8n Developer, n8n Automation, AI Agent Developer, Workflow Automation, AI Chatbot Developer, Multi-Agent Systems, Agentic AI, RAG Developer, LangChain Developer, MCP Integration, Make Automation, GoHighLevel Automation, CRM Automation, Business Process Automation, AI Integration, Voice AI Developer, API Integration, Claude API, OpenAI API, n8n Expert.
Steps for completing your project
After purchasing the project, send requirements so Ahsan can start the project.
Delivery time starts when Ahsan receives requirements from you.
Ahsan works on your project following the steps below.
Revisions may occur after the delivery date.
Source review and access check
I confirm the source is reachable, map the fields you asked for, and check you have the right to access it. If anything changes the scope, you hear it now, not after you've paid.
Build the pipeline
Extraction built in Python with Scrapy, Playwright or Selenium, whichever the source actually needs. Pagination, retries and deduplication handled in the build, not patched on later.