You will get a custom web scraper and a clean, enriched dataset delivered in 48 hours
Project details
You will get a clean, structured dataset — not a raw dump you have to fix before you can use it.
I extract data from websites, directories, PDFs and documents, then run it through an AI processing pipeline that pulls out the fields you actually need, removes duplicates, validates what can be validated, and flags anything uncertain instead of quietly guessing. What lands in your inbox is a CSV or Google Sheet you can work from immediately.
This is built work, not manual copying. Records are processed in batches with structured output and a validation pass, which is why the row counts scale and the results stay consistent across thousands of entries. On the Advanced tier you also receive the script itself, so you can re-run the same extraction whenever you need it.
I work entirely in writing — updates come through Upwork messages with progress notes and sample output as it comes together, so you can course-correct early rather than at delivery.
I extract data from websites, directories, PDFs and documents, then run it through an AI processing pipeline that pulls out the fields you actually need, removes duplicates, validates what can be validated, and flags anything uncertain instead of quietly guessing. What lands in your inbox is a CSV or Google Sheet you can work from immediately.
This is built work, not manual copying. Records are processed in batches with structured output and a validation pass, which is why the row counts scale and the results stay consistent across thousands of entries. On the Advanced tier you also receive the script itself, so you can re-run the same extraction whenever you need it.
I work entirely in writing — updates come through Upwork messages with progress notes and sample output as it comes together, so you can course-correct early rather than at delivery.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI-Enhanced Classification, Natural Language Generation, Natural Language Understanding, Text RecognitionAI Development Language
PythonAI Models
LLaMAWhat's included
| Service Tiers |
Starter
$150
|
Standard
$350
|
Advanced
$600
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 1 | 2 | 3 |
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 | - | - |
Optional add-ons
You can add these on the next page.
Additional Revision
+$50
Rush delivery
+$250
Additional 5,000 rows
(+ 2 Days)
+$150Frequently asked questions
About Austin
AI Automation Engineer | Web Scraping, LLM Data Pipelines & ETL
Sundance, United States - 2:05 am local time
I build custom AI agents and automation pipelines using Anthropic Claude and OpenClaw to handle complex web scraping, unstructured data processing, and lead enrichment. You get clean, ready-to-use CSV/JSON files delivered straight to your chat.
What I Can Build & Automate For You
Custom Web Scraping & Data Extraction: Bypassing anti-bot checks to extract data from B2B directories, e-commerce stores, real estate platforms, and public listings.
LLM Data Enrichment: Feeding messy HTML, PDFs, or raw text through Claude to extract structured fields, score leads, summarize profiles, or draft personalized outreach copy.
Unstructured Data to Clean Database: Converting hundreds of unformatted documents, text dumps, or raw web pages into pristine, perfectly ordered spreadsheets.
Automated Data Pipelines: Setting up recurring background agents that automatically pull new data and deliver structured updates directly to Google Sheets, CRMs, or messaging apps.
Why Clients Prefer Working With Me
100% Asynchronous & Chat-Based: No phone calls or Zoom meetings required. Drop your requirements, links, or files in the chat, and I’ll take it from there.
Fast Turnaround: Most custom scraping, processing, and list enrichment tasks are completed and delivered within 24 hours.
High Accuracy: LLM-driven post-processing ensures the output is clean, formatted, and free from standard scraping errors.
Ready to Start?
Send me a message with your website targets or raw dataset, and I’ll send back a free 5-row sample preview so you can inspect the quality before hiring!
Steps for completing your project
After purchasing the project, send requirements so Austin can start the project.
Delivery time starts when Austin receives requirements from you.
Austin works on your project following the steps below.
Revisions may occur after the delivery date.
Scope Information
I confirm scope and flag anything in the sources that needs a decision.
Sample batch review
You get an early sample so field choices and formatting can be corrected before the full run.