You will get a custom web scraper and clean, ready-to-use data (Python)
Project details
I build reliable web scrapers and data pipelines in Python, and deliver clean, structured data ready to use, no messy spreadsheets, no half-broken scripts.
I'm a Senior Developer (M.Sc. Computer Science, TU Berlin) with real production experience extracting structured data from thousands of complex sources, including official registries, PDFs, and dynamic websites. I don't just grab HTML, I handle pagination, dynamic content, awkward structures, and clean the result properly.
What I can do: scrape one site or many, extract specific fields, handle PDFs and documents, and build automated pipelines that keep your data fresh on a schedule. You get the data (CSV, JSON, Excel, or straight into a database) plus a reusable, documented script.
I only do ethical, permitted scraping, and I'll tell you upfront if a source isn't feasible or allowed. Message me with your sources and the data you need, and I'll tell you honestly what's possible.
I'm a Senior Developer (M.Sc. Computer Science, TU Berlin) with real production experience extracting structured data from thousands of complex sources, including official registries, PDFs, and dynamic websites. I don't just grab HTML, I handle pagination, dynamic content, awkward structures, and clean the result properly.
What I can do: scrape one site or many, extract specific fields, handle PDFs and documents, and build automated pipelines that keep your data fresh on a schedule. You get the data (CSV, JSON, Excel, or straight into a database) plus a reusable, documented script.
I only do ethical, permitted scraping, and I'll tell you upfront if a source isn't feasible or allowed. Message me with your sources and the data you need, and I'll tell you honestly what's possible.
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$50
|
Standard
$180
|
Advanced
$450
|
|---|---|---|---|
| Delivery Time | 1 day | 3 days | 7 days |
Number of Pages Mined/Scraped | 1 | 3 | 10 |
Number of Sources Mined/Scraped | 1 | 3 | 10 |
Number of Revisions | 1 | 2 | 3 |
Optional add-ons
You can add these on the next page.
Additional Page Mined/Scraped
(+ 1 Day)
+$50
Additional Source Mined/Scraped
(+ 1 Day)
+$50
Additional Revision
+$50Frequently asked questions
About Elias
Software Architect & Senior Full-Stack Developer | AI, RAG & LLM Apps
Berlin, Germany - 7:20 am local time
I'm a Senior Full-Stack Developer and Software Architect (M.Sc. Computer Science, TU Berlin) with deep expertise in applied AI. I ship real products that run in production and serve real users, not prototypes that break the moment they leave the demo. One example is my own SaaS product, Time-Dock (time-dock.de), which I designed, built, and launched solo, from first idea to a live multi-tenant platform.
WHERE I BRING THE MOST VALUE
AI, LLMs & knowledge retrieval
- Custom AI chatbots and assistants tailored to your business
- RAG systems (Retrieval-Augmented Generation) over your documents, PDFs, or knowledge base
- Advanced retrieval pipelines: hybrid search (dense embeddings + BM25), cross-encoder reranking, and reciprocal rank fusion for accurate, grounded answers
- Knowledge graphs and graph-based retrieval to connect and query structured knowledge
- AI agents and agentic workflows that automate multi-step research and reasoning
- GDPR-compliant, on-premise LLM deployments (vLLM, Ollama) for sensitive data
- Built at production scale: systems handling millions of documents
Web scraping & data extraction
- Reliable, maintainable scrapers for complex websites and official registries
- Structured extraction from unstructured sources: PDFs, scanned documents (OCR), and HTML
- Named entity recognition and information extraction from domain-specific text
- Clean, ready-to-use output: CSV, JSON, or directly into your database
Full-stack development
- Frontend: React, Next.js, TypeScript
- Backend: Python, FastAPI, PostgreSQL, Redis
- Clean architecture, authentication, API design, and deployment (Docker, Linux, Nginx)
- Mobile apps with React Native / Expo
SaaS platforms & product development
- Multi-tenant SaaS platforms built from scratch, including SSO, licensing, billing, and audit logging
- Founder and sole developer of Time-Dock, taken from idea to production launch
Automation & data engineering
- AI-driven data pipelines and document processing
- Workflow automation that saves teams hours every week
WHY WORK WITH ME
Over the past years I architected a multi-product SaaS platform for the energy sector, leading system design across an entire product suite, and built my own SaaS from the ground up. I understand the full journey: architecture, build, launch, and real users, not just isolated tasks. I write clean, maintainable code, explain my decisions clearly, and think about your product, not just the ticket in front of me.
WHAT YOU GET WORKING WITH ME
- Clear scoping upfront, so you know exactly what you'll receive
- Regular updates and clean handovers, no black-box development
- Maintainable, documented code you or your team can build on
- Honest advice: if there's a simpler or cheaper way to reach your goal, I'll tell you
I communicate reliably in English, German (native), and French, which makes me a strong fit for both international and German-speaking clients.
Whether you need a custom AI assistant, a web application, a data pipeline, or a knowledge system built on your own documents, I bring senior-level engineering and a product mindset to every project.
Let's talk about what you want to build.
Steps for completing your project
After purchasing the project, send requirements so Elias can start the project.
Delivery time starts when Elias receives requirements from you.
Elias works on your project following the steps below.
Revisions may occur after the delivery date.
Scoping & feasibility
I review the sources and confirm what's technically feasible and allowed, and the exact fields.
Build the scraper
I build a reliable scraper in Python that handles the structure and edge cases of your sources.