Data & Efficiency Experts
Unlock the power of data and automation to drive your business forward.
Advanced Web Scraping
I build robust scrapers using Selenium and Scrapy to extract data from any website, handling dynamic content (AJAX), CAPTCHAs, and IP rotation to ensure reliable data delivery.
Business Process Automation
From automating Excel reports to managing files and sending scheduled emails, I write Python scripts that turn hours of manual work into a single click.
AI & LLM Integration
Enhance your apps with intelligence. I integrate OpenAI (GPT-4) or Anthropic (Claude) APIs to build chatbots, content generators, or semantic search engines tailored to your data.
Data Cleaning & Analysis
Raw data is often messy. I use Pandas and NumPy to clean, structure, and visualize your data, turning simple spreadsheets into actionable business insights.
Automation Workflow
1. Problem Identification
We identify the bottlenecks in your current workflow. Which tasks are repetitive? Where is data being lost? This helps us pinpoint high-impact automation opportunities.
2. Scripting & Logic
I develop the core logic using Python. For scraping, this involves reverse-engineering website structures. For automation, it involves mapping out the decision trees.
3. Testing & Reliability
Automation must be robust. I test against edge cases (network failures, layout changes) and implement error handling and logging to ensure the bot recovers from issues automatically.
4. Deployment & Scheduling
I deploy the script to a cloud server (VPS) or serverless function and set up cron jobs (schedulers) so your automation runs reliably in the background without your intervention.
Automation Stack
Python
The undisputed king of automation and data science.
Selenium / Playwright
For browser automation and scraping dynamic sites.
OpenAI API
Adding natural language understanding to your tools.
Pandas
High-performance data manipulation and analysis.
Frequently Asked Questions
Is web scraping legal?
Generally, yes, for publicly available data. However, I strictly adhere to ethical scraping guidelines, respecting `robots.txt` and ensuring my bots don't overload target servers.
Can you bypass CAPTCHAs?
Yes, I can integrate third-party CAPTCHA solving services (like 2Captcha) into the automation workflow if necessary.
What format will the data be in?
Whatever you need! Common formats include CSV, Excel, JSON, or directly inserted into your SQL/NoSQL database.
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