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Martin Montes
@martin_montes
Senior Data Engineer Stealth Scraping ETL
Messico
Spagnolo, Inglese
Chi sono
I deliver clean, ready-to-use data. With 4+ years of web scraping expertise in e-commerce, retail, and real estate. I run my own distributed infrastructure to bypass advanced anti-bots and guarantee delivery.
What I deliver (CSV/DB):
🛒 Retail/E-com: Massive catalogs & pricing. I beat the bots; you get the table.
🏙️ Real Estate: Clean, structured property data.
🧠 AI Documents: I use Google Gemini to turn messy PDFs & images into perfect tabular data.
Powered by Python, Pandas, Polars & DrissionPage. Based in Mexico (CST/EST) for real-time US collaboration.
Competenze
Martin Montes
offline •
Tempo di risposta medio: 12 ore
Consulta i miei servizi
Converti in un file modificabile
I will extract data from any pdf and give you clean structured data
Data scraping
I will extract and structure real estate property data in mexico
Portfolio
Esperienza lavorativa
Self Employed
Freelance • 10 yrs 1 mo
AI Data Extraction Specialist
Jan 2026 - Present • 4 mos
Specialized in transforming unstructured data into clean databases. Leveraged Google Gemini and Multimodal AI to extract and structure information from complex PDFs, image-based invoices, visual catalogs, complex tables, and historical records.
Senior Web Scraper & Data Engineer
May 2021 - Present • 5 yrs
Engineered robust anti-bot extraction pipelines for US & MX e-commerce (Amazon, Walmart) and major real estate portals (Inmuebles24, Mercado Libre). Developed stealth scrapers using Python, DrissionPage, and Selenium. Processed and cleaned raw data with Pandas, NumPy, and Regex. Automated final data delivery (CSV, Excel) directly to clients via Google Sheets API, gspread, and openpyxl for immediate analysis.
E-commerce Owner & Data Automation Engineer
Jan 2021 - Oct 2025 • 4 yrs 9 mos
For 5 years, I managed my own store on Mercado Libre, where I implemented Python systems such as web scraping for mass data extraction from Amazon. I used Pandas and Regex to perform unstructured data cleaning, ensuring that every record is accurate, in addition to using Openpyxl to automate the population of Mercado Libre Excel templates. Additionally, I handled the entire physical operation: I bought the items, packed them, took them to the shipping courier, provided customer service, and paid my taxes
